<SEC-DOCUMENT>0001079973-23-001605.txt : 20231114
<SEC-HEADER>0001079973-23-001605.hdr.sgml : 20231114
<ACCEPTANCE-DATETIME>20231114164600
ACCESSION NUMBER:		0001079973-23-001605
CONFORMED SUBMISSION TYPE:	10-Q
PUBLIC DOCUMENT COUNT:		63
CONFORMED PERIOD OF REPORT:	20230930
FILED AS OF DATE:		20231114
DATE AS OF CHANGE:		20231114

FILER:

	COMPANY DATA:	
		COMPANY CONFORMED NAME:			DUOS TECHNOLOGIES GROUP, INC.
		CENTRAL INDEX KEY:			0001396536
		STANDARD INDUSTRIAL CLASSIFICATION:	SERVICES-PREPACKAGED SOFTWARE [7372]
		IRS NUMBER:				650493217
		STATE OF INCORPORATION:			FL
		FISCAL YEAR END:			1231

	FILING VALUES:
		FORM TYPE:		10-Q
		SEC ACT:		1934 Act
		SEC FILE NUMBER:	001-39227
		FILM NUMBER:		231407401

	BUSINESS ADDRESS:	
		STREET 1:		7660 CENTURION PARKWAY
		STREET 2:		SUITE 100
		CITY:			JACKSONVILLE
		STATE:			FL
		ZIP:			32256
		BUSINESS PHONE:		904-296-2807

	MAIL ADDRESS:	
		STREET 1:		7660 CENTURION PARKWAY
		STREET 2:		SUITE 100
		CITY:			JACKSONVILLE
		STATE:			FL
		ZIP:			32256

	FORMER COMPANY:	
		FORMER CONFORMED NAME:	DUOS TECHNOLOGY GROUP, INC.
		DATE OF NAME CHANGE:	20150710

	FORMER COMPANY:	
		FORMER CONFORMED NAME:	INFORMATION SYSTEMS ASSOCIATES, INC.
		DATE OF NAME CHANGE:	20070416
</SEC-HEADER>
<DOCUMENT>
<TYPE>10-Q
<SEQUENCE>1
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  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0588" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0589" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0590" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0591" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0594" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0595" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation" contextRef="From2023-04-012023-06-30_custom_PreferredStockBMember" id="xdx2ixbrl0600" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation" contextRef="From2023-04-012023-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0601" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation" contextRef="From2023-04-012023-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0602" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation" contextRef="From2023-04-012023-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0603" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation" contextRef="From2023-04-012023-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0604" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation" contextRef="From2023-04-012023-06-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0607" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation" contextRef="From2023-04-012023-06-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0608" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_custom_PreferredStockBMember" id="xdx2ixbrl0613" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0614" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0615" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0616" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0617" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_us-gaap_CommonStockMember" id="xdx2ixbrl0618" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_us-gaap_AdditionalPaidInCapitalMember" id="xdx2ixbrl0619" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0621" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-06-30_custom_PreferredStockBMember" id="xdx2ixbrl0624" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0625" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0628" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-06-30_custom_PreferredStockBMember" id="xdx2ixbrl0635" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0637" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0643" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0647" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0648" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0649" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0650" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_us-gaap_CommonStockMember" id="xdx2ixbrl0652" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0654" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0655" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0660" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0661" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0662" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0663" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0664" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_us-gaap_CommonStockMember" id="xdx2ixbrl0665" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0667" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0668" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0671" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0672" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0673" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0674" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0675" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0678" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0679" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0684" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0685" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0686" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0687" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0688" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_us-gaap_CommonStockMember" id="xdx2ixbrl0689" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0691" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0692" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0695" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0696" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0697" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0698" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0699" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_us-gaap_CommonStockMember" id="xdx2ixbrl0700" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_us-gaap_AdditionalPaidInCapitalMember" id="xdx2ixbrl0701" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0703" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0706" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0707" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0717" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0719" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_custom_PreferredStockDMember" id="xdx2ixbrl0731" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_custom_PreferredStockEMember" id="xdx2ixbrl0732" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_custom_PreferredStockFMember" id="xdx2ixbrl0733" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2021-12-31_custom_PreferredStockDMember" id="xdx2ixbrl0744" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2021-12-31_custom_PreferredStockEMember" id="xdx2ixbrl0746" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2021-12-31_custom_PreferredStockFMember" id="xdx2ixbrl0748" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_custom_PreferredStockBMember" id="xdx2ixbrl0752" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" id="xdx2ixbrl0753" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0754" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0755" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0756" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" id="xdx2ixbrl0757" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0759" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0760" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_custom_PreferredStockBMember" id="xdx2ixbrl0763" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" id="xdx2ixbrl0764" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0765" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0766" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0767" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0770" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0771" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_custom_PreferredStockBMember" id="xdx2ixbrl0776" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0778" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0779" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0780" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0783" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0784" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31" id="xdx2ixbrl0785" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_custom_PreferredStockBMember" id="xdx2ixbrl0791" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" id="xdx2ixbrl0792" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0793" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0794" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0795" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" id="xdx2ixbrl0796" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0798" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0799" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_custom_PreferredStockBMember" id="xdx2ixbrl0802" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" id="xdx2ixbrl0803" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0804" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0805" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0806" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0809" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0810" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_custom_PreferredStockBMember" id="xdx2ixbrl0815" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" id="xdx2ixbrl0816" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0817" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0818" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0819" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" id="xdx2ixbrl0820" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_us-gaap_AdditionalPaidInCapitalMember" id="xdx2ixbrl0821" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-01-012022-03-31_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0823" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_custom_PreferredStockCMember" id="xdx2ixbrl0827" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0828" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0829" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0830" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-03-31_custom_PreferredStockCMember" id="xdx2ixbrl0839" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-03-31_custom_PreferredStockDMember" id="xdx2ixbrl0841" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-03-31_custom_PreferredStockEMember" id="xdx2ixbrl0843" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-03-31_custom_PreferredStockFMember" id="xdx2ixbrl0845" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_custom_PreferredStockBMember" id="xdx2ixbrl0849" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0850" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0851" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0852" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0853" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_us-gaap_CommonStockMember" id="xdx2ixbrl0854" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0856" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0857" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_custom_PreferredStockBMember" id="xdx2ixbrl0860" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0861" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0862" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0863" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0864" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0867" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0868" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_custom_PreferredStockBMember" id="xdx2ixbrl0873" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0874" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0875" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0876" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0877" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_us-gaap_CommonStockMember" id="xdx2ixbrl0878" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_us-gaap_AdditionalPaidInCapitalMember" id="xdx2ixbrl0879" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0881" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0885" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0886" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0887" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0888" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-06-30_custom_PreferredStockCMember" id="xdx2ixbrl0897" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-06-30_custom_PreferredStockDMember" id="xdx2ixbrl0899" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-06-30_custom_PreferredStockEMember" id="xdx2ixbrl0901" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-06-30_custom_PreferredStockFMember" id="xdx2ixbrl0903" unitRef="Shares" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0907" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0908" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0909" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0910" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0911" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0914" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0915" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0918" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0919" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0920" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0921" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0922" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0925" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0926" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0932" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0933" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0934" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0935" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0938" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0939" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30" id="xdx2ixbrl0940" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0946" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0947" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0949" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0950" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" id="xdx2ixbrl0951" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0953" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0954" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0959" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0960" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0961" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0962" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0963" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" id="xdx2ixbrl0964" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0966" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0967" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_custom_PreferredStockBMember" id="xdx2ixbrl0970" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_custom_PreferredStockCMember" id="xdx2ixbrl0971" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_custom_PreferredStockDMember" id="xdx2ixbrl0972" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_custom_PreferredStockEMember" id="xdx2ixbrl0973" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_custom_PreferredStockFMember" id="xdx2ixbrl0974" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_us-gaap_RetainedEarningsMember" id="xdx2ixbrl0977" unitRef="USD" xs:nil="true"></ix:nonFraction>
  <ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_us-gaap_TreasuryStockCommonMember" id="xdx2ixbrl0978" unitRef="USD" xs:nil="true"></ix:nonFraction>
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<p style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>WASHINGTON, D.C. 20549</b></p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

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<p style="font: 11pt Times New Roman, Times, Serif; margin: 0; text-align: center; text-indent: 0.5in"><span style="font-size: 10pt"><b>For
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">Securities registered pursuant to Section 12(b) of
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

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<p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0"><span style="font-family: Times New Roman, Times, Serif">Indicate by check
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>

<p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0"><span style="font-family: Times New Roman, Times, Serif">Indicate by check
mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of
Regulation S-T (&#167;232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">Indicate by check mark whether the registrant is a large accelerated filer,
an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See definitions of &#8220;large
accelerated filer,&#8221; &#8220;accelerated filer,&#8221; &#8220;smaller reporting company,&#8221; and &#8220;emerging growth company&#8221;
in Rule 12b-2 of the Exchange Act.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

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  <tr>
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  <tr>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; background-color: white">&#160;</p>

<p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0; background-color: white"><span style="font-family: Times New Roman, Times, Serif">If
an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying
with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.&#160;</span><span style="font-family: Segoe UI Symbol,sans-serif">&#9744;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0"><span style="font-family: Times New Roman, Times, Serif">Indicate by check
mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).&#160;Yes&#160;</span><span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_908_edei--EntityShellCompany_c20230101__20230930_zUHSZw1cmpp7"><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" format="ixt:booleanfalse" name="dei:EntityShellCompany">&#9744;</ix:nonNumeric></span></span><span style="font-family: Times New Roman, Times, Serif">&#160;&#160;&#160;No&#160;</span><span style="font-family: Segoe UI Symbol,sans-serif">&#9746;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>

<p style="border-bottom: black 1pt solid; font: 10pt Times New Roman, Times, Serif; margin: 0">As of November 10, 2023, the registrant
has one class of common equity, and the number of shares outstanding of such common equity is <span id="xdx_902_edei--EntityCommonStockSharesOutstanding_iI_c20231110_zoa58qgB2hW6" title="Entity Common Stock, Shares Outstanding"><ix:nonFraction name="dei:EntityCommonStockSharesOutstanding" contextRef="AsOf2023-11-10" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">7,247,131</ix:nonFraction></span>.</p>

<p style="font: 1pt Times New Roman, Times, Serif; margin: 0 0 1pt">&#160;</p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>


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<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>TABLE OF CONTENTS</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr>
    <td style="vertical-align: top; width: 10%; text-align: center">&#160;</td>
    <td style="vertical-align: top; width: 84%; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><b>PART I &#8211; FINANCIAL INFORMATION</b></span></td>
    <td style="vertical-align: bottom; width: 6%">&#160;</td></tr>
  <tr>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 1.</span></td>
    <td style="vertical-align: top"><a href="#a_001"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Financial Statements</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">1</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 2.</span></td>
    <td style="vertical-align: top"><a href="#a_002"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Management&#8217;s Discussion and Analysis of Financial Condition and Results of Operations</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">33</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 3.</span></td>
    <td style="vertical-align: top"><a href="#a_003"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Quantitative and Qualitative Disclosures about Market Risk</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">44</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 4.</span></td>
    <td style="vertical-align: top"><a href="#a_004"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Controls and Procedures</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">45</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top; text-align: center">&#160;</td>
    <td style="vertical-align: top; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><b>PART II &#8211; OTHER INFORMATION</b></span></td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 1.</span></td>
    <td style="vertical-align: top"><a href="#a_005"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Legal Proceedings</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">46</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
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    <td style="vertical-align: top"><a href="#a_006"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Risk Factors</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">46</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 2.</span></td>
    <td style="vertical-align: top"><a href="#a_007"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Unregistered Sales of Equity Securities and Use of Proceeds</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">46</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 3.</span></td>
    <td style="vertical-align: top"><a href="#a_008"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Defaults Upon Senior Securities</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">46</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
    <td style="vertical-align: top"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Item 4.</span></td>
    <td style="vertical-align: top"><a href="#a_009"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Mine Safety Disclosures</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">46</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
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    <td style="vertical-align: top"><a href="#a_010"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Other Information</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">46</span></td></tr>
  <tr style="background-color: white">
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: top">&#160;</td>
    <td style="vertical-align: bottom; text-align: center">&#160;</td></tr>
  <tr style="background-color: #CCEEFF">
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    <td style="vertical-align: top"><a href="#a_011"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Exhibits</span></a></td>
    <td style="vertical-align: bottom; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">47</span></td></tr>
  </table>
<p style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; background-color: #CCFFCC; border-collapse: collapse">
  <tr style="background-color: #CCEEFF">
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    <td style="vertical-align: bottom; width: 6%; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">48</span></td></tr>
  </table>
<p style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&#160;</p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&#160;</p>

<p style="font: 12pt Times New Roman, Times, Serif; text-align: center; margin-top: 0; margin-bottom: 0"><span style="font-size: 9pt">i</span></p>


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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>PART I FINANCIAL INFORMATION</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_001"></span><b>Item 1. Financial Statements.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONSOLIDATED BALANCE SHEETS</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b></b></p>

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    <td style="font-weight: bold; text-align: left">&#160;</td><td style="font-weight: bold; text-align: right">&#160;</td><td style="font-weight: bold; text-align: left">&#160;</td></tr>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_406_eus-gaap--CapitalizedSoftwareDevelopmentCostsForSoftwareSoldToCustomers_i01I_pp0p0_maOAz0yh_zDKwR3885Sfc" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_40E_eus-gaap--Assets_iTI_pp0p0_mtAzEx3_zSe9DJbWy13c" style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_40C_eus-gaap--LiabilitiesAndStockholdersEquityAbstract_iB" style="vertical-align: bottom; background-color: White">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--LiabilitiesCurrentAbstract_i01B" style="vertical-align: bottom; background-color: White">
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  <tr id="xdx_408_eus-gaap--OtherNotesPayableCurrent_i02I_pp0p0_maLCzk7v_maLCzPLV_z2zcqD0KHfA7" style="vertical-align: bottom; background-color: White">
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  <tr id="xdx_40B_eus-gaap--FinanceLeaseLiabilityCurrent_i02I_pp0p0_maLCzPLV_zSiuWKLUvIxc" style="vertical-align: bottom; background-color: White">
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  <tr id="xdx_403_eus-gaap--OperatingLeaseLiabilityCurrent_i02I_pp0p0_maLCzPLV_z3BB168xxqC6" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_40D_eus-gaap--ContractWithCustomerLiabilityCurrent_i02I_pp0p0_maLCzPLV_zl3VH2mWiX99" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left; padding-bottom: 1pt; padding-left: 10pt">&#160;Contract liabilities</td><td style="padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font-weight: bold; text-align: right">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_404_eus-gaap--LiabilitiesCurrent_i01TI_pp0p0_mtLCzPLV_maLzvPR_zAmXhxzIS2Ek" style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: right">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_403_eus-gaap--OperatingLeaseLiabilityNoncurrent_i01I_pp0p0_maLzvPR_zoGHH84Jsf65" style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: right">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--Liabilities_i01TI_pp0p0_mtLzvPR_maLASEzA1w_zivMdMFtVABc" style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: right">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_401_eus-gaap--CommitmentsAndContingencies_i01I_pp0p0_maLASEzA1w_zNyyUlop1UPh" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;Commitments and Contingencies (Note 4)</td><td>&#160;</td>
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    <td style="text-align: left">&#160;</td><td style="display: none; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0127">&#8212;</span></td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: right">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_407_eus-gaap--StockholdersEquityAbstract_iB" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;STOCKHOLDERS' EQUITY:</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_40E_eus-gaap--PreferredStockValue_iI_pp0p0_maTPICAzjxd_zjGsOkjpzUdl" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left; text-indent: -10pt; padding-left: 20pt">Preferred stock: $<span id="xdx_906_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930_zlp9rMeiVf0j" title="Preferred stock, par value"><span id="xdx_902_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20221231_zRTOMpUKyXPd" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">0.001</ix:nonFraction></ix:nonFraction></span></span> par value, <span id="xdx_90A_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930_z8z29AAsqtpd" title="Preferred stock, shares authorized"><span id="xdx_905_eus-gaap--PreferredStockSharesAuthorized_iI_c20221231_zVdUL9uihIB" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">10,000,000</ix:nonFraction></ix:nonFraction></span></span> authorized, <span id="xdx_90E_ecustom--PreferredStockSharesAvailableToBeDesignated_iI_c20230930_zFJv35TBzBe9" title="Preferred stock, shares designated"><span id="xdx_90F_ecustom--PreferredStockSharesAvailableToBeDesignated_iI_c20221231_z6Q2Vgyv4tyi" title="Preferred stock, shares designated"><ix:nonFraction name="duot:PreferredStockSharesAvailableToBeDesignated" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="duot:PreferredStockSharesAvailableToBeDesignated" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">9,441,000</ix:nonFraction></ix:nonFraction></span></span> shares available to be designated</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0132">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0133">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left; text-indent: -10pt; padding-left: 40pt">Series A redeemable convertible preferred stock, $<span id="xdx_90D_eus-gaap--TemporaryEquityParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zClQHgDiPdS5" title="Temporary equity, par value"><span id="xdx_905_eus-gaap--TemporaryEquityParOrStatedValuePerShare_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zsh4jwVbxgc4" title="Temporary equity, par value"><ix:nonFraction name="us-gaap:TemporaryEquityParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:TemporaryEquityParOrStatedValuePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">10</ix:nonFraction></ix:nonFraction></span></span> stated value per share, <span id="xdx_905_eus-gaap--TemporaryEquitySharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zqKyRzr9ycvj" title="Temporary equity, shares authorized"><span id="xdx_904_eus-gaap--TemporaryEquitySharesAuthorized_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zf1vO9IyotOl" title="Temporary equity, shares authorized"><ix:nonFraction name="us-gaap:TemporaryEquitySharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:TemporaryEquitySharesAuthorized" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">500,000</ix:nonFraction></ix:nonFraction></span></span> shares designated; <span id="xdx_908_eus-gaap--TemporaryEquitySharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_z3HoaaPkNYT8" title="Temporary equity, shares issued"><span id="xdx_90B_eus-gaap--TemporaryEquitySharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zmTmnLxJfJZ9" title="Temporary equity, shares outstanding"><ix:nonFraction name="us-gaap:TemporaryEquitySharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:TemporaryEquitySharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_900_eus-gaap--TemporaryEquitySharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zVJHQLhRYeJb" title="Temporary equity, shares issued"><span id="xdx_901_eus-gaap--TemporaryEquitySharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zUo8TR7G2lTf" title="Temporary equity, shares outstanding"><ix:nonFraction name="us-gaap:TemporaryEquitySharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:TemporaryEquitySharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> issued and outstanding at September 30, 2023 and December 31, 2022, respectively, convertible into common stock at $<span id="xdx_90F_eus-gaap--PreferredStockRedemptionPricePerShare_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_909_eus-gaap--PreferredStockRedemptionPricePerShare_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.30</ix:nonFraction></ix:nonFraction></span></span> per share</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_982_eus-gaap--PreferredStockValue_iI_pdp0_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zQaFzB1uguP3" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0167">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_98E_eus-gaap--PreferredStockValue_iI_pdp0_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_zqD2HBjRYAml" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0169">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left; text-indent: -10pt; padding-left: 40pt">Series B convertible preferred stock, $<span id="xdx_90A_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zZDAZrQAwCel" title="Preferred stock, par value"><span id="xdx_90C_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIRXBbMOU2Ec" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></ix:nonFraction></span></span> stated value per share, <span id="xdx_907_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_z1oF4qdWs1hh" title="Preferred stock, shares authorized"><span id="xdx_900_eus-gaap--PreferredStockSharesAuthorized_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zHhCgDWphZtd" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">15,000</ix:nonFraction></ix:nonFraction></span></span> shares designated; <span id="xdx_905_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zTl54PXxBbj3" title="Preferred stock, shares issued"><span id="xdx_90E_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zYToeEvxaaFh" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_909_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIbNllmDyrY7" title="Preferred stock, shares issued"><span id="xdx_909_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zB6gVHZibx29" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> issued and outstanding at September 30, 2023 and December 31, 2022, respectively, convertible into common stock at $<span id="xdx_901_eus-gaap--PreferredStockRedemptionPricePerShare_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_90A_eus-gaap--PreferredStockRedemptionPricePerShare_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">7</ix:nonFraction></ix:nonFraction></span></span> per share</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_98B_eus-gaap--PreferredStockValue_iI_pdp0_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zJOT4l7Phs38" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0191">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_981_eus-gaap--PreferredStockValue_iI_pdp0_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zHnRgTZmOiGf" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0193">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left; text-indent: -10pt; padding-left: 40pt">&#160;Series C convertible preferred stock, $<span id="xdx_90B_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zp9ia2piZgn7" title="Preferred stock, par value"><span id="xdx_90B_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zgy7NoZ1zfHc" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></ix:nonFraction></span></span> stated value per share, <span id="xdx_909_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zHanRkXDaEPg" title="Preferred stock, shares authorized"><span id="xdx_904_eus-gaap--PreferredStockSharesAuthorized_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zAkIRIuMZNHk" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></ix:nonFraction></span></span> shares designated; <span id="xdx_905_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_znQ6ymhRTbA9" title="Preferred stock, shares issued"><span id="xdx_90B_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zEvVFEhev9gc" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zUhXMwROIAze" title="Preferred stock, shares issued"><span id="xdx_903_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zVvyBM1jdQ6h" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> issued and outstanding at September 30, 2023 and December 31, 2022, respectively, convertible into common stock at $<span id="xdx_900_eus-gaap--PreferredStockRedemptionPricePerShare_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_90B_eus-gaap--PreferredStockRedemptionPricePerShare_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.50</ix:nonFraction></ix:nonFraction></span></span> per share</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_983_eus-gaap--PreferredStockValue_iI_pdp0_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zUh6As9t3e4c" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0215">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_98F_eus-gaap--PreferredStockValue_iI_pdp0_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zCz817C0ary6" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0217">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left; text-indent: -10pt; padding-left: 40pt">&#160;Series D convertible preferred stock, $<span id="xdx_905_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zExgaBFrxAF5" title="Preferred stock, par value"><span id="xdx_90A_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zwSDZkwEJHll" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></ix:nonFraction></span></span> stated value per share, <span id="xdx_90C_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_ztdZ13rnvXC9" title="Preferred stock, shares authorized"><span id="xdx_90A_eus-gaap--PreferredStockSharesAuthorized_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zSrKUVZN8f7j" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></ix:nonFraction></span></span> shares designated; <span id="xdx_90F_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zeELalIxpsmc" title="Preferred stock, shares issued"><span id="xdx_903_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zlG4Gpu7GLzd" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,299</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zQ7BGy9ka5ij" title="Preferred stock, shares issued"><span id="xdx_908_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zSn805D4ElDd" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,299</ix:nonFraction></ix:nonFraction></span></span> issued and outstanding at September 30, 2023 and December 31, 2022, respectively, convertible into common stock at $<span id="xdx_903_eus-gaap--PreferredStockRedemptionPricePerShare_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_90C_eus-gaap--PreferredStockRedemptionPricePerShare_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">3</ix:nonFraction></ix:nonFraction></span></span> per share</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_980_eus-gaap--PreferredStockValue_iI_pp0p0_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zYUo8i5VPLpf" title="Preferred stock, value" style="text-align: right"><ix:nonFraction name="us-gaap:PreferredStockValue" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">1</ix:nonFraction></td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_98D_eus-gaap--PreferredStockValue_iI_pp0p0_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zLfvtSheWRnc" title="Preferred stock, value" style="text-align: right"><ix:nonFraction name="us-gaap:PreferredStockValue" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">1</ix:nonFraction></td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left; text-indent: -10pt; padding-left: 40pt">Series E convertible preferred stock, $<span id="xdx_904_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zkXOqlEW2nfg" title="Preferred stock, par value"><span id="xdx_900_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zwRE1pnDFoj5" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></ix:nonFraction></span></span> stated value per share, <span id="xdx_904_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zDKwUHnvLLt4" title="Preferred stock, shares authorized"><span id="xdx_902_eus-gaap--PreferredStockSharesAuthorized_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zUaksMTKpaek" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">30,000</ix:nonFraction></ix:nonFraction></span></span> shares designated; <span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zfExNusWKaE3" title="Preferred stock, shares issued"><span id="xdx_907_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zEMIYoYPJpWa" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_znzVaOWlF3Ec" title="Preferred stock, shares issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zQUKUHmA5vOh" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> issued and outstanding at September 30, 2023 and December 31, 2022, respectively, convertible into common stock at $<span id="xdx_902_eus-gaap--PreferredStockRedemptionPricePerShare_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_90D_eus-gaap--PreferredStockRedemptionPricePerShare_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">3</ix:nonFraction></ix:nonFraction></span></span> per share</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_98F_eus-gaap--PreferredStockValue_iI_pp0p0_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zV4rcSZFb9Xb" title="Preferred stock, value" style="text-align: right"><ix:nonFraction name="us-gaap:PreferredStockValue" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4</ix:nonFraction></td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_983_eus-gaap--PreferredStockValue_iI_pdp0_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zeULxN5Nsjgl" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0265">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left; text-indent: -10pt; padding-left: 40pt">Series F convertible preferred stock, $<span id="xdx_903_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zxXqrh3FBvFh" title="Preferred stock, par value"><span id="xdx_90F_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zTHEhTFCeuE8" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></ix:nonFraction></span></span> stated value per share, <span id="xdx_90C_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zVjJRv6OWtqg" title="Preferred stock, shares authorized"><span id="xdx_903_eus-gaap--PreferredStockSharesAuthorized_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zmu6UPmTzuI7" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></ix:nonFraction></span></span> shares designated; <span id="xdx_900_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zxIYI3wCR0kl" title="Preferred stock, shares issued"><span id="xdx_906_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zx8SiJ61XWXk" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_900_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_ziYLgPyevbxf" title="Preferred stock, shares issued"><span id="xdx_909_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_z6Yenjhup8O8" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> issued and outstanding at September 30, 2023 and December 31, 2022, respectively, convertible into common stock at $<span id="xdx_906_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zI9uOREvRvqd" title="Preferred stock, conversion price per share"><span id="xdx_90E_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zGFHPawFWbej" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.20</ix:nonFraction></ix:nonFraction></span></span> per share</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_983_eus-gaap--PreferredStockValue_iI_pp0p0_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zV516QhbtLDf" title="Preferred stock, value" style="text-align: right"><ix:nonFraction name="us-gaap:PreferredStockValue" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">5</ix:nonFraction></td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_98D_eus-gaap--PreferredStockValue_iI_pdp0_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zkrlDcTrbjJg" title="Preferred stock, value" style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0289">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_404_eus-gaap--CommonStockValue_iI_pp0p0_maTPICAzjxd_zZZrnKtctJr7" style="vertical-align: bottom; background-color: White">
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  </table>


<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">See accompanying condensed notes to the unaudited consolidated
financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONSOLIDATED STATEMENTS OF OPERATIONS</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>

<table cellpadding="0" cellspacing="0" id="xdx_30D_113_zvZwyEZ16Lh9" summary="xdx: Statement - CONSOLIDATED STATEMENTS OF OPERATIONS (Unaudited)" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">See accompanying condensed notes to the unaudited consolidated
financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>


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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>STATEMENTS OF CHANGES IN STOCKHOLDERS' EQUITY</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>For the Three and Nine Months Ended September 30,
2023 and 2022</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

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    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td></tr>
  <tr id="xdx_431_c20230101__20230331_eus-gaap--StockholdersEquity_iS_zOokzvpaqVB7" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="width: 36%; text-align: left"><span>Balance December 31, 2022</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>&#160;</span></td><td id="xdx_983_eus-gaap--SharesOutstanding_iS_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockBMember_zDpRveNNxmJg" title="Beginning balance, shares" style="width: 1%; text-align: right"><span> <span style="-sec-ix-hidden: xdx2ixbrl0471">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0460">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>&#160;</span></td><td id="xdx_98B_eus-gaap--SharesOutstanding_iS_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_z40lMBnYWyH6" title="Beginning balance, shares" style="width: 1%; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0473">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0461">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>&#160;</span></td><td id="xdx_98B_eus-gaap--SharesOutstanding_iS_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockDMember_zyeGgOhE0Qri" title="Beginning balance, shares" style="width: 1%; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-12-31_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,299</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-12-31_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>&#160;</span></td><td id="xdx_987_eus-gaap--SharesOutstanding_iS_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockEMember_zcxxIBGjDW3k" title="Beginning balance, shares" style="width: 1%; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0477">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0463">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>&#160;</span></td><td id="xdx_98F_eus-gaap--SharesOutstanding_iS_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockFMember_zBOm75qCyFrb" title="Beginning balance, shares" style="width: 1%; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0479">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0464">&#8212;</span>&#160;&#160;</span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>&#160;</span></td><td id="xdx_98D_eus-gaap--SharesOutstanding_iS_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z3pcwucY6Q34" title="Beginning balance, shares" style="width: 1%; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-12-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">7,156,876</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-12-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">7,156</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-12-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">56,562,600</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-12-31_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">52,361,834</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>)</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-12-31_us-gaap_TreasuryStockCommonMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">157,452</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>)</span></td><td style="width: 1%"><span>&#160;</span></td>
    <td style="width: 1%; text-align: left"><span>$</span></td><td style="width: 1%; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,050,471</ix:nonFraction></span></td><td style="width: 1%; text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_402_ecustom--SeriesEPreferredStockIssued_zHqSRqEPB7j2" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Series E preferred stock issued</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0483">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0484">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0485">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_980_ecustom--SeriesEPreferredStockIssuedShares_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockEMember_zjYZZroAQa54" title="Series E preferred stock issued, shares" style="text-align: right"><span><ix:nonFraction name="duot:SeriesEPreferredStockIssuedShares" contextRef="From2023-01-012023-03-31_custom_PreferredStockEMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesEPreferredStockIssued" contextRef="From2023-01-012023-03-31_custom_PreferredStockEMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0487">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0488">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesEPreferredStockIssued" contextRef="From2023-01-012023-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">3,999,996</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0490">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0491">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesEPreferredStockIssued" contextRef="From2023-01-012023-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,000,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_405_eus-gaap--StockIssuedDuringPeriodValueShareBasedCompensation_zyoYaJn94og8" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock options compensation</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0496">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0497">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0498">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0499">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0500">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0501">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-01-012023-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">75,128</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0503">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0504">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-01-012023-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">75,128</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40F_ecustom--PaymentsOfStockIssuanceCost_iN_di_zg3AQeTVzhN5" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issuance cost</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0507">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0508">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0509">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0510">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0511">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0512">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2023-01-012023-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">299,145</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0514">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0515">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2023-01-012023-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">299,145</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_404_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_zwJuvfCB9Dt4" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issued for services</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0518">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0519">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0520">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0521">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0522">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_983_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230101__20230331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zoDoA5QH1bqc" title="Stock issued for services , shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2023-01-012023-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">12,463</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-01-012023-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">12</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-01-012023-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">32,488</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0525">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0526">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-01-012023-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">32,500</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_403_eus-gaap--NetIncomeLossAvailableToCommonStockholdersBasic_zGzXP0pBfnbk" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 1pt"><span>Net loss for the three months ended March 31, 2023</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0531">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0532">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0533">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0534">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
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  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_433_c20230401__20230630_eus-gaap--StockholdersEquity_iS_z6PIyMsRynjh" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0543">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-03-31_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-03-31_custom_PreferredStockEMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--SharesOutstanding_iS_c20230401__20230630__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockFMember_z052TGNRaSo8" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0561">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0546">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">7,168</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">60,371,067</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-03-31_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">54,505,517</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>)</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-03-31_us-gaap_TreasuryStockCommonMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">157,452</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>)</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5,715,271</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40F_eus-gaap--StockIssuedDuringPeriodValueShareBasedCompensation_zOLaohFpvOYh" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock options compensation</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0565">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0566">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0567">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0568">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0569">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0570">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-04-012023-06-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">161,399</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0572">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0573">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-04-012023-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">161,399</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40A_ecustom--PaymentsOfStockIssuanceCost_iN_di_zzFgahtbXaad" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issuance cost</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0576">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0577">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0578">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0579">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0580">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0581">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2023-04-012023-06-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">281,500</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0583">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0584">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2023-04-012023-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">281,500</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_400_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_z4rTMl8mfMae" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issued for services</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0587">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0588">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0589">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0590">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0591">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_980_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230401__20230630__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_znWsoSXSeAZ3" title="Stock issued for services , shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2023-04-012023-06-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,645</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">6</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">32,494</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0594">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0595">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">32,500</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_408_ecustom--StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation_iP3us-gaap--StockIssuedDuringPeriodSharesIssuedForServices_zXMV4dADFGid" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issued under the Employee Stock Purchase Plan for cash and compensation</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0600">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0601">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0602">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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  <tr id="xdx_403_eus-gaap--NetIncomeLossAvailableToCommonStockholdersBasic_zqCjv790OkU3" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 1pt"><span>Net loss for the three months ended June 30, 2023</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0613">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0614">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0615">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0616">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0617">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0618">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0619">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0621">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>(<ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-04-012023-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">2,989,400</ix:nonFraction></span></td><td style="padding-bottom: 1pt; text-align: left"><span>)</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_43B_c20230701__20230930_eus-gaap--StockholdersEquity_iS_zzroArGJI9K7" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 2.5pt"><span>Balance June 30, 2023</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_988_eus-gaap--SharesOutstanding_iS_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockBMember_zWKPHxBNYHm9" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0635">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0624">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--SharesOutstanding_iS_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_zjzkYSsxmRUb" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0637">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0625">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--SharesOutstanding_iS_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockDMember_zSrtj5sqWg48" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-06-30_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,299</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-06-30_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1.00</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_987_eus-gaap--SharesOutstanding_iS_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockEMember_zIMkzyATZNgb" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-06-30_custom_PreferredStockEMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-06-30_custom_PreferredStockEMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4.00</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_98E_eus-gaap--SharesOutstanding_iS_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockFMember_zVVwtzChpdz1" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0643">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0628">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_401_ecustom--SeriesFPreferredStockIssued_iP3us-gaap--SharesOutstanding_zpxKic5tbqUc" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Series F preferred stock issued</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0647">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0648">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0649">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0650">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_custom_PreferredStockFMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0652">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,999,995</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0654">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0655">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesFPreferredStockIssued" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5,000,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40D_eus-gaap--StockIssuedDuringPeriodValueShareBasedCompensation_zLDLOlhHo6Hd" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock options compensation</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0660">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0661">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0662">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0663">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0664">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0665">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">164,118</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0667">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0668">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">164,118</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_402_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_zAYrQdxRj5Ah" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issued for services</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0671">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0672">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0673">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0674">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0675">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_98F_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z8IvnRUzVaoi" title="Stock issued for services, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2023-07-012023-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">7,910</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">8</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">40,557</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0678">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0679">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">40,565</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_408_eus-gaap--StockIssuedDuringPeriodValueShareBasedCompensationGross_iP3us-gaap--StockIssuedDuringPeriodSharesIssuedForServices_zPIDf3VQV5R3" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock compensation under ESPP</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0684">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0685">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0686">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0687">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0688">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0689">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">32,728</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0691">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0692">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensationGross" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">32,728</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_403_eus-gaap--NetIncomeLossAvailableToCommonStockholdersBasic_zAfO8g72ZAC1" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 1pt"><span>Net loss for the three months ended September 30, 2023</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0695">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0696">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0697">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0698">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0699">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0700">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0701">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>(<ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">2,947,736</ix:nonFraction></span></td><td style="padding-bottom: 1pt; text-align: left"><span>)</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0703">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>(<ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">2,947,736</ix:nonFraction></span></td><td style="padding-bottom: 1pt; text-align: left"><span>)</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_431_c20230701__20230930_eus-gaap--StockholdersEquity_iE_zpZCfAHaV8Aj" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 2.5pt"><span>Balance September 30, 2023</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_987_eus-gaap--SharesOutstanding_iE_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockBMember_zwQBv8MT71N9" title="Ending balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0717">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0706">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_987_eus-gaap--SharesOutstanding_iE_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_zKn5Q2yVXqYk" title="Ending balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0719">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0707">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_986_eus-gaap--SharesOutstanding_iE_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockDMember_zbrZCUngTTUa" title="Ending balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-09-30_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,299</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_982_eus-gaap--SharesOutstanding_iE_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockEMember_zdq94YQdyXHe" title="Ending balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-09-30_custom_PreferredStockEMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_custom_PreferredStockEMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_98F_eus-gaap--SharesOutstanding_iE_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockFMember_zFFiSNggB0R2" title="Ending balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-09-30_custom_PreferredStockFMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_custom_PreferredStockFMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_98E_eus-gaap--SharesOutstanding_iE_c20230701__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zRSlKsGOqKm7" title="Ending balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2023-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">7,248,455</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">7,248</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">66,267,057</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">60,442,653</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>)</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30_us-gaap_TreasuryStockCommonMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">157,452</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>)</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5,674,210</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_438_c20220101__20220331_eus-gaap--StockholdersEquity_iS_zKRaOWIFvOmj" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td><span>Balance December 31, 2021</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_985_eus-gaap--SharesOutstanding_iS_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockBMember_z7g55TEk99w6" title="Beginning balance, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2021-12-31_custom_PreferredStockBMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">851</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_custom_PreferredStockBMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_983_eus-gaap--SharesOutstanding_iS_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_zAaZ18ewZUC5" title="Beginning balance, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2021-12-31_custom_PreferredStockCMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">2,500</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_custom_PreferredStockCMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_984_eus-gaap--SharesOutstanding_iS_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockDMember_znjAybOuSZo3" title="Beginning balance, shares" style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0744">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0731">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_98D_eus-gaap--SharesOutstanding_iS_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockEMember_zKedgwHUX7Qe" title="Beginning balance, shares" style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0746">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0732">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_980_eus-gaap--SharesOutstanding_iS_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockFMember_zEmeJPrihAr8" title="Beginning balance, shares" style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0748">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0733">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--SharesOutstanding_iS_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zrYe2PZ3va7b" title="Beginning balance, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2021-12-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,111,047</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,111</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">46,431,874</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">45,497,051</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_us-gaap_TreasuryStockCommonMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">157,452</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">781,485</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_400_eus-gaap--StockIssuedDuringPeriodValueShareBasedCompensation_zvPxcR4Y5FK8" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock options compensation</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0752">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0753">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0754">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0755">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0756">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0757">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">250,577</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0759">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0760">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-01-012022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">250,577</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40E_eus-gaap--StockIssuedDuringPeriodValueOther_iP3us-gaap--StockIssuedDuringPeriodValueShareBasedCompensation_zr72v1fMST8e" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Common stock issued for cash</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0763">&#8212;</span>&#160;&#160;<span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0764">&#8212;</span>&#160;&#160;</td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right">&#8212;&#160;&#160;</td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0765">&#8212;</span>&#160;&#160;</td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right">&#8212;&#160;<span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0766">&#8212;</span>&#160;&#160;</td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right">&#8212;&#160;&#160;</td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0767">&#8212;</span>&#160;&#160;</td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--StockIssuedDuringPeriodSharesOther_iP3us-gaap--StockIssuedDuringPeriodValueOther_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zvKfTH3359Z7" title="Common stock issued for cash, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesOther" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,523,750</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1,524</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">6,093,476</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0770">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0771">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">6,095,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40F_ecustom--SeriesCPreferredStockConvertedToCommonStock_iP3us-gaap--StockIssuedDuringPeriodSharesOther_z1AuaRk93Hc3" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Series C preferred stock converted to common stock</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0776">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_983_ecustom--SeriesCPreferredStockConvertedToCommonStockShares_iP3custom--SeriesCPreferredStockConvertedToCommonStock_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_zoDS4PODNDwg" title="Series C preferred stock converted to common stock, shares" style="text-align: right"><span>(<ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStockShares" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" format="ixt:numdotdecimal" decimals="INF" sign="-" unitRef="Shares">2,500</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">2</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0778">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0779">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0780">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_989_ecustom--SeriesCPreferredStockConvertedToCommonStockShares_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zhkF8mEXdLTf" title="Series C preferred stock converted to common stock, shares" style="text-align: right"><span><ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStockShares" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">454,546</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">455</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:SeriesCPreferredStockConvertedToCommonStock" contextRef="From2022-01-012022-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">453</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0783">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0784">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0785">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_403_ecustom--PaymentsOfStockIssuanceCost_iN_di_z6zYghFToGCi" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issuance cost</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0791">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0792">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0793">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0794">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0795">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0796">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">576,650</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0798">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0799">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-01-012022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">576,650</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_400_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_zCnpzZab5Tic" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issued for services</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0802">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0803">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0804">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0805">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0806">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_986_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zZ7XgTtWwgX1" title="Stock issued for services, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">7,198</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">7</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">39,993</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0809">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0810">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">40,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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  <tr id="xdx_403_eus-gaap--NetIncomeLossAvailableToCommonStockholdersBasic_z4MJxTwOaiM" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 1pt"><span>Net loss for the three months ended March 31, 2022</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0815">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0816">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0817">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
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  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
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    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_43B_c20220401__20220630_eus-gaap--StockholdersEquity_iS_zg27Zfb17KS4" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 2.5pt"><span>Balance March 31, 2022</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_custom_PreferredStockBMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_98F_eus-gaap--SharesOutstanding_iS_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_zf4NkJtBnX7a" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0839">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0827">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_98E_eus-gaap--SharesOutstanding_iS_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockDMember_z4fSfmWmcJq" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0841">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0828">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_98B_eus-gaap--SharesOutstanding_iS_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockEMember_zjpmcHGqxKD6" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0843">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0829">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_983_eus-gaap--SharesOutstanding_iS_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockFMember_zDlzsGIhWRma" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0845">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0830">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_984_eus-gaap--SharesOutstanding_iS_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zU4JYxHYA19j" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:SharesOutstanding" contextRef="AsOf2022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">6,096,541</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">6,097</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">52,238,817</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">48,141,667</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>)</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31_us-gaap_TreasuryStockCommonMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">157,452</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>)</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">3,945,796</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40B_eus-gaap--StockIssuedDuringPeriodValueShareBasedCompensation_zguKVIg9Bb5d" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock options compensation</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0849">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0850">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0851">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0852">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0853">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0854">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">188,232</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0856">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>$</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0857">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-04-012022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">188,232</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_404_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_zCyvtrb4Fn47" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issued for services</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0860">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0861">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0862">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0863">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0864">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_989_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z3zMu8hoAP28" title="Stock issued for services, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2022-04-012022-06-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">10,668</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">10</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">39,990</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0867">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0868">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">40,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_403_eus-gaap--NetIncomeLossAvailableToCommonStockholdersBasic_zB0fxK65zUVc" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 1pt"><span>Net loss for the three months ended June 30, 2022</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0873">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0874">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0875">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0876">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0877">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0878">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0879">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>(<ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">1,342,672</ix:nonFraction></span></td><td style="padding-bottom: 1pt; text-align: left"><span>)</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0881">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>(<ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-04-012022-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">1,342,672</ix:nonFraction></span></td><td style="padding-bottom: 1pt; text-align: left"><span>)</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_437_c20220701__20220930_eus-gaap--StockholdersEquity_iS_zKL4RfLUDZD7" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 2.5pt"><span>Balance June 30, 2022</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_custom_PreferredStockBMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--SharesOutstanding_iS_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_zChFmpv0niG" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0897">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0885">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--SharesOutstanding_iS_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockDMember_zIdfP2jFQ6Og" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0899">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0886">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_98C_eus-gaap--SharesOutstanding_iS_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockEMember_zVhSTShohRka" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0901">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0887">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>&#160;</span></td><td id="xdx_981_eus-gaap--SharesOutstanding_iS_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockFMember_z6uurSMNSn79" title="Beginning balance, shares" style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0903">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0888">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">6,107</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">52,467,039</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
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    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span>(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30_us-gaap_TreasuryStockCommonMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">157,452</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>)</span></td><td style="padding-bottom: 2.5pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 2.5pt double; text-align: left"><span>$</span></td><td style="border-bottom: Black 2.5pt double; text-align: right"><span><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2,831,356</ix:nonFraction></span></td><td style="padding-bottom: 2.5pt; text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40A_eus-gaap--StockIssuedDuringPeriodValueShareBasedCompensation_zCyvAVnCPdb4" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock options compensation</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0907">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0908">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0909">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0910">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0911">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">153,367</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0914">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0915">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueShareBasedCompensation" contextRef="From2022-07-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">153,367</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_403_eus-gaap--StockIssuedDuringPeriodValueOther_zJPXnJnkzLk5" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Common stock issued for cash</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0918">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0919">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0920">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0921">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0922">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_98E_eus-gaap--StockIssuedDuringPeriodSharesOther_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zQ2QHbEvFVDg" title="Common stock issued for cash, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesOther" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">818,335</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">818</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2,454,185</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0925">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0926">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-07-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2,455,003</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40D_ecustom--SeriesBPreferredStockConvertedToCommonStock_iP3us-gaap--StockIssuedDuringPeriodSharesOther_zRDj4TdsuQYk" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Series B preferred stock converted to common stock</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_98E_ecustom--SeriesBPreferredStockConvertedToCommonStockShares_iP3custom--SeriesBPreferredStockConvertedToCommonStock_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockBMember_z5tqD29iVH6k" title="Series B preferred stock converted to common stock, shares" style="text-align: right"><span>(<ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStockShares" contextRef="From2022-07-012022-09-30_custom_PreferredStockBMember" format="ixt:numdotdecimal" decimals="INF" sign="-" unitRef="Shares">851</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_custom_PreferredStockBMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">1</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0932">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0933">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0934">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0935">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_98D_ecustom--SeriesBPreferredStockConvertedToCommonStockShares_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zMKP1XXWAMC7" title="Series B preferred stock converted to common stock, shares" style="text-align: right"><span><ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStockShares" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">121,572</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">122</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:SeriesBPreferredStockConvertedToCommonStock" contextRef="From2022-07-012022-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">121</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0938">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0939">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0940">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_408_ecustom--SeriesDPreferredStockIssuedForCash_iP3custom--SeriesBPreferredStockConvertedToCommonStockShares_zR7PnVQlWlj7" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Series D preferred stock issued for cash</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0946">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0947">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_987_ecustom--SeriesDPreferredStockIssuedForCashShares_iP3custom--SeriesDPreferredStockIssuedForCash_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockDMember_zzrKKHiM4NMi" title="Series D preferred stock issued for cash, shares" style="text-align: right"><span><ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCashShares" contextRef="From2022-07-012022-09-30_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">999</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_custom_PreferredStockDMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0949">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0950">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0951">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">998,999</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0953">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0954">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="duot:SeriesDPreferredStockIssuedForCash" contextRef="From2022-07-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">999,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_40A_ecustom--PaymentsOfStockIssuanceCost_iN_di_z9OXH1u6hvtf" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issuance cost</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0959">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0960">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0961">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0962">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0963">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0964">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">260,816</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0966">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0967">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>(<ix:nonFraction name="duot:PaymentsOfStockIssuanceCost" contextRef="From2022-07-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">260,816</ix:nonFraction></span></td><td style="text-align: left"><span>)</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_403_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_zBVNaAI1cDCl" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left"><span>Stock issued for services</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0970">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0971">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0972">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0973">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0974">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td id="xdx_98F_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220701__20220930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zmx6xtnsNhVi" title="Stock issued for services, shares" style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">9,758</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">10</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">39,990</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0977">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0978">&#8212;</span>&#160;&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">40,000</ix:nonFraction></span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td><td><span>&#160;</span></td>
    <td style="text-align: left"><span>&#160;</span></td><td style="text-align: right"><span>&#160;</span></td><td style="text-align: left"><span>&#160;</span></td></tr>
  <tr id="xdx_403_eus-gaap--NetIncomeLossAvailableToCommonStockholdersBasic_zQIOUGsBL6db" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="padding-bottom: 1pt"><span>Net loss for the three months ended September 30, 2022</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0983">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0984">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0985">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0986">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0987">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>&#8212;&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0988">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0989">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span>(<ix:nonFraction name="us-gaap:NetIncomeLossAvailableToCommonStockholdersBasic" contextRef="From2022-07-012022-09-30_us-gaap_RetainedEarningsMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">1,925,068</ix:nonFraction></span></td><td style="padding-bottom: 1pt; text-align: left"><span>)</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
    <td style="border-bottom: Black 1pt solid; text-align: left"><span>&#160;</span></td><td style="border-bottom: Black 1pt solid; text-align: right"><span><span style="-sec-ix-hidden: xdx2ixbrl0991">&#8212;</span>&#160;&#160;</span></td><td style="padding-bottom: 1pt; text-align: left"><span>&#160;</span></td><td style="padding-bottom: 1pt"><span>&#160;</span></td>
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  </table>


<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b>&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">See accompanying condensed notes to the unaudited consolidated
financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>


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    <div style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%">&#160;</td></tr></table></div>
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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONSOLIDATED STATEMENTS OF CASH FLOWS</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<table cellpadding="0" cellspacing="0" id="xdx_304_112_z975zpIM5OY8" summary="xdx: Statement - CONSOLIDATED STATEMENTS OF CASH FLOWS (Unaudited)" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: center">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_498_20230101__20230930_zRQqBe1uNjnc" style="text-align: center">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_495_20220101__20220930_zzwFLDYgAqHh" style="text-align: center">&#160;</td><td style="text-align: left">&#160;</td></tr>
<tr style="vertical-align: bottom">
    <td style="vertical-align: bottom; text-align: center"><span style="font-size: 8pt">&#160;</span></td><td style="text-align: center; font-weight: bold; vertical-align: bottom"><span style="font-size: 8pt">&#160;</span></td>
    <td colspan="6" style="vertical-align: bottom; font-weight: bold; text-align: center"><span style="font-size: 8pt">For the Nine Months
    Ended</span></td><td style="text-align: center; font-weight: bold; vertical-align: bottom"><span style="font-size: 8pt">&#160;</span></td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: center; vertical-align: bottom"><span style="font-size: 8pt">&#160;</span></td><td style="text-align: center; font-weight: bold; padding-bottom: 1pt; vertical-align: bottom"><span style="font-size: 8pt">&#160;</span></td>
    <td colspan="6" style="border-bottom: Black 1pt solid; vertical-align: bottom; font-weight: bold; text-align: center"><span style="font-size: 8pt">September
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  <tr style="vertical-align: bottom">
    <td style="text-align: center; vertical-align: bottom"><span style="font-size: 8pt">&#160;</span></td><td style="text-align: center; font-weight: bold; padding-bottom: 1pt; vertical-align: bottom"><span style="font-size: 8pt">&#160;</span></td>
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    <td colspan="2" style="border-bottom: Black 1pt solid; vertical-align: bottom; font-weight: bold; text-align: center"><span style="font-size: 8pt">2022</span></td><td style="text-align: center; padding-bottom: 1pt; font-weight: bold; vertical-align: bottom"><span style="font-size: 8pt">&#160;</span></td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td colspan="2" style="font-weight: bold; text-align: center">&#160;</td><td style="font-weight: bold">&#160;</td></tr>
  <tr id="xdx_40F_eus-gaap--OperatingCashFlowsDirectMethodAbstract_iB_zchFmJyWYuVj" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font-weight: bold; text-align: left">Cash from operating activities:</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
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    <td style="text-align: left">Adjustments to reconcile net loss to net cash used in operating activities:</td><td>&#160;</td>
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    <td style="text-align: left">Stock based compensation</td><td>&#160;</td>
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  <tr id="xdx_400_ecustom--StockIssuedForServices_i01N_pp0p0_di_msNCPBUzqZj_zJlC2Jl16mva" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">Stock issued for services</td><td>&#160;</td>
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  <tr id="xdx_400_eus-gaap--IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract_i01B_zIbe8osWO4ne" style="vertical-align: bottom; background-color: White">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_402_eus-gaap--IncreaseDecreaseInAccountsReceivable_i02N_pp0p0_di_msNCPBUzqZj_zY6xI6z00Ycd" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_400_eus-gaap--IncreaseDecreaseInNotesReceivables_i02N_pp0p0_di_msNCPBUzqZj_zPZIgmK8A3ue" style="vertical-align: bottom; background-color: White">
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    <td style="text-align: left">&#160;</td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl1045">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_408_eus-gaap--IncreaseDecreaseInContractWithCustomerAsset_i02N_pp0p0_di_msNCPBUzqZj_zjap2jWXPov2" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;&#160;&#160;Contract assets</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInContractWithCustomerAsset" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">921,009</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
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  <tr id="xdx_40E_eus-gaap--IncreaseDecreaseInInventories_i02N_pp0p0_di_msNCPBUzqZj_zvi7bi6mJEl4" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;&#160;&#160;Inventory</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInInventories" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">97,552</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
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  <tr id="xdx_408_eus-gaap--IncreaseDecreaseInSecurityDeposits_i02_pp0p0_maNCPBUzqZj_zeOqVCxadeRd" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;&#160;&#160;Security deposit</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><ix:nonFraction name="us-gaap:IncreaseDecreaseInSecurityDeposits" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">50,000</ix:nonFraction></td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl1054">&#8212;</span>&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_400_eus-gaap--IncreaseDecreaseInPrepaidExpense_i02N_pp0p0_di_msNCPBUzqZj_zUeovKlZQb63" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;&#160;&#160;Prepaid expenses and other current assets</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><ix:nonFraction name="us-gaap:IncreaseDecreaseInPrepaidExpense" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">543,793</ix:nonFraction></td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><ix:nonFraction name="us-gaap:IncreaseDecreaseInPrepaidExpense" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">15,539</ix:nonFraction></td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_403_eus-gaap--IncreaseDecreaseInAccountsPayableTrade_i02_pp0p0_maNCPBUzqZj_zfeMaJQa2jAb" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;&#160;&#160;Accounts payable</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInAccountsPayableTrade" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">1,670,625</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><ix:nonFraction name="us-gaap:IncreaseDecreaseInAccountsPayableTrade" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">605,129</ix:nonFraction></td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--IncreaseDecreaseInAccruedLiabilities_i02_pp0p0_maNCPBUzqZj_zcGNUxQ0VFa5" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;&#160;&#160;Accrued expenses</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInAccruedLiabilities" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">178,081</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInAccruedLiabilities" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">136,180</ix:nonFraction></td><td style="text-align: left">)</td></tr>
  <tr id="xdx_405_eus-gaap--IncreaseDecreaseInOperatingLeaseLiability_i02_pp0p0_maNCPBUzqZj_zgJYJLofMbgf" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;&#160;&#160;Operating lease obligation</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInOperatingLeaseLiability" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">154,653</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right"><ix:nonFraction name="us-gaap:IncreaseDecreaseInOperatingLeaseLiability" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">60,668</ix:nonFraction></td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_400_eus-gaap--IncreaseDecreaseInContractWithCustomerLiability_i02_pp0p0_maNCPBUzqZj_zKCkFdB2KP5a" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left; padding-bottom: 1pt">&#160;&#160;&#160;Contract liabilities</td><td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; text-align: right"><ix:nonFraction name="us-gaap:IncreaseDecreaseInContractWithCustomerLiability" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">630,931</ix:nonFraction></td><td style="padding-bottom: 1pt; text-align: left">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; text-align: right"><ix:nonFraction name="us-gaap:IncreaseDecreaseInContractWithCustomerLiability" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,051,109</ix:nonFraction></td><td style="padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_407_eus-gaap--NetCashProvidedByUsedInOperatingActivities_i02T_pp0p0_mtNCPBUzqZj_maCCERCzn1l_zhD8JWgR0Yx4" style="vertical-align: bottom; background-color: White">
    <td style="font-weight: bold; text-align: left">Net cash used in operating activities</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:NetCashProvidedByUsedInOperatingActivities" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">5,637,072</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:NetCashProvidedByUsedInOperatingActivities" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">3,850,455</ix:nonFraction></td><td style="text-align: left">)</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;</td><td style="font-weight: bold">&#160;</td>
    <td style="font-weight: bold; text-align: left">&#160;</td><td style="font-weight: bold; text-align: right">&#160;</td><td style="font-weight: bold; text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_405_eus-gaap--NetCashProvidedByUsedInInvestingActivitiesAbstract_iB_zjt1VRShVmw1" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">Cash flows from investing activities:</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_40C_eus-gaap--PaymentsToAcquireIntangibleAssets_i01N_pp0p0_di_msNCPBUzG9y_zumbyJdO7pR4" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;&#160;&#160;&#160;Purchase of patents/trademarks</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:PaymentsToAcquireIntangibleAssets" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">58,208</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:PaymentsToAcquireIntangibleAssets" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,490</ix:nonFraction></td><td style="text-align: left">)</td></tr>
  <tr id="xdx_405_eus-gaap--PaymentsToDevelopSoftware_i01N_pp0p0_di_msNCPBUzG9y_zZNJ3lI3hgp" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;&#160;&#160;&#160;Purchase of software development</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:PaymentsToDevelopSoftware" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">640,609</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:PaymentsToDevelopSoftware" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">87,700</ix:nonFraction></td><td style="text-align: left">)</td></tr>
  <tr id="xdx_403_eus-gaap--PaymentsToAcquirePropertyPlantAndEquipment_i01N_pp0p0_di_msNCPBUzG9y_zLSZ0P0L3Q9l" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left; padding-bottom: 1pt">&#160;&#160;&#160;&#160;Purchase of fixed assets</td><td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; text-align: right">(<ix:nonFraction name="us-gaap:PaymentsToAcquirePropertyPlantAndEquipment" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">199,618</ix:nonFraction></td><td style="padding-bottom: 1pt; text-align: left">)</td><td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; text-align: right">(<ix:nonFraction name="us-gaap:PaymentsToAcquirePropertyPlantAndEquipment" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">311,327</ix:nonFraction></td><td style="padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_400_eus-gaap--NetCashProvidedByUsedInInvestingActivities_i01T_mtNCPBUzG9y_maCCERCzn1l_z0bkxgDh1mw" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font-weight: bold; text-align: left">Net cash used in investing activities</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:NetCashProvidedByUsedInInvestingActivities" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">898,435</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="us-gaap:NetCashProvidedByUsedInInvestingActivities" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">416,517</ix:nonFraction></td><td style="text-align: left">)</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--NetCashProvidedByUsedInFinancingActivitiesAbstract_iB_zQmttY7QsoHi" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">Cash flows from financing activities:</td><td style="font-weight: bold">&#160;</td>
    <td style="font-weight: bold; text-align: left">&#160;</td><td style="font-weight: bold; text-align: right">&#160;</td><td style="font-weight: bold; text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_40A_ecustom--RepaymentsOfInsuranceAndEquipmentFinancing_i01N_di_msNCPBUz27N_zENAPSyutEoa" style="vertical-align: bottom; background-color: White">
    <td style="text-align: left">&#160;&#160;&#160;Repayments of insurance and equipment financing</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="duot:RepaymentsOfInsuranceAndEquipmentFinancing" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">395,221</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="duot:RepaymentsOfInsuranceAndEquipmentFinancing" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">303,492</ix:nonFraction></td><td style="text-align: left">)</td></tr>
  <tr id="xdx_40C_ecustom--RepaymentOfFinanceLease_i01N_pp0p0_di_msNCPBUz27N_zKNjlxizAyIh" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="text-align: left">&#160;&#160;&#160;Repayment of finance lease</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="duot:RepaymentOfFinanceLease" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">22,851</ix:nonFraction></td><td style="text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">(<ix:nonFraction name="duot:RepaymentOfFinanceLease" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">69,325</ix:nonFraction></td><td style="text-align: left">)</td></tr>
  <tr id="xdx_402_eus-gaap--ProceedsFromIssuanceOfCommonStock_i01_pp0p0_maNCPBUz27N_z8GcKoc9X48f" style="vertical-align: bottom; background-color: White">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">See accompanying condensed notes to the unaudited consolidated
financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>


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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0 0 8pt">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:OrganizationConsolidationBasisOfPresentationBusinessDescriptionAndAccountingPoliciesTextBlock"><p id="xdx_807_eus-gaap--OrganizationConsolidationBasisOfPresentationBusinessDescriptionAndAccountingPoliciesTextBlock_zfWiWEpn5zQh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 1 &#8211; <span id="xdx_82E_zQJ8egnzPtl">NATURE OF OPERATIONS AND SUMMARY
OF SIGNIFICANT ACCOUNTING POLICIES</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="duot:NatureOfOperationsPolicyTextBlock"><p id="xdx_84E_ecustom--NatureOfOperationsPolicyTextBlock_z7gBgYnuiaK4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zcAUect9zrHh">Nature of Operations</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Duos Technologies Group, Inc. (the &#8220;Company&#8221;),
through its operating subsidiaries, Duos Technologies, Inc. (&#8220;Duos&#8221;) and TrueVue360, Inc. (&#8220;TrueVue360&#8221;) (collectively
the &#8220;Company&#8221;), is a company that specializes in machine vision and artificial intelligence to analyze fast moving objects
such as trains, trucks, automobiles, and aircraft. This technology can help improve safety, maintenance, and operating metrics.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company is the inventor of the Railcar Inspection
Portal (RIP) and is currently the rail industry leader for machine vision/camera wayside detection systems that include the use of Artificial
Intelligence at speeds up to 125 mph. The RIP inspects a train at full speed from the top, sides, and bottom looking at FRA/AAR mandated
safety inspection points. The system also detects illegal riders that assists law enforcement agencies. Each rail car is scanned with
machine vision cameras and other sensors from the top, sides, and bottom and images are produced within seconds of passing that can be
used by the customer to help prevent derailments, improve maintenance operations, and assist with security. The Company self-performs
all aspects of hardware, software, IT, and Artificial Intelligence development and engineering and holds several patents and maintains
significant intellectual property. The Company also has a proprietary portfolio of over 40 Artificial Intelligence &#8220;Use Cases&#8221;
that automatically flag defects. The Company has deployed this system with several Class 1 and passenger customers and anticipates an
increased demand in the future from rail operators, car owners, shippers, and law enforcement agencies.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has also developed the Automated Logistics
Information System (ALIS) which automates gatehouse operations where trucks enter and exit large logistics and intermodal facilities.
This solution also incorporates sensors and data points as necessary for each operation and directly interconnects with backend logistics
databases and processes to streamline operations and significantly improve operations and security and, importantly, dramatically improves
throughput on each lane on which the technology is deployed. The Company expects to deploy an upgraded Truck Inspection Portal (TIP) which
uses the same technology and lessons learned from the ALIS and RIP systems.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s strategy is to expand our
existing customer base in the Class 1, short line, and passenger space in North America; expand our subscription offering to car
owners and shippers; and expand operations to meet the demand from international customers. The Company has prepared to respond and
scale if necessary to react to increased demand from potential regulations that may be imposed around wayside detection technology.
In the future the Company may put more emphasis on the trucking and intermodal sector with an updated Truck Inspection Portal
solution. The Company continues to focus on operational and technical excellence, customer satisfaction, and maintaining a highly
skilled and performance-based work force.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_239_zlDg5K0s8NN7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_230_z7SY9Yydm4Jj" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 7; Options: NewSection -->
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    <div id="xdx_23C_zcrVIx0Vbbb1" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
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<ix:exclude><p id="xdx_235_zZgaaC4wOZ4c" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_238_z0SyZZJtVmY4" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;&#160;</b></p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:BasisOfAccountingPolicyPolicyTextBlock"><p id="xdx_840_eus-gaap--BasisOfAccountingPolicyPolicyTextBlock_zn4d9h5SkxNe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_867_zmK5SR1efIGh">Basis of Presentation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The accompanying unaudited consolidated financial
statements have been prepared in accordance with U.S. generally accepted accounting principles (&#8220;GAAP&#8221;) for interim financial
information and with the instructions to Form 10-Q and Article 8 of Regulation S-X. Accordingly, they do not include all of the information
and footnotes required by U.S. GAAP for complete financial statements. In the opinion of management, all adjustments (all of which are
of a normal recurring nature) considered necessary for a fair presentation have been included. Operating results for the nine months ended
September 30, 2023 are not necessarily indicative of the results that may be expected for the year ending December 31, 2023 or for any
other future period. These unaudited consolidated financial statements and the unaudited condensed notes thereto should be read in conjunction
with the audited consolidated financial statements and notes thereto included in the Company&#8217;s Annual Report on Form 10-K for the
year ended December 31, 2022 filed with the Securities and Exchange Commission (the &#8220;SEC&#8221;) on March 31, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:ConsolidationPolicyTextBlock"><p id="xdx_841_eus-gaap--ConsolidationPolicyTextBlock_zKiCM4cJofQ4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86A_zuJAIL8tJkt">Principles of Consolidation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The unaudited consolidated financial statements include
Duos Technologies Group, Inc. and its wholly owned subsidiaries, Duos Technologies, Inc. and TrueVue360 Inc. All inter-company transactions
and balances are eliminated in consolidation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:UseOfEstimates"><p id="xdx_840_eus-gaap--UseOfEstimates_zaJRRNWDKCH" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_865_ziOYgT7tSKcg">Use of Estimates</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The preparation of financial statements in conformity
with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that
affect the reported amounts of assets and liabilities and disclosures of contingent assets and liabilities at the date of the consolidated
financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results may differ from these
estimates. The most significant estimates in the accompanying unaudited consolidated financial statements include the allowance on accounts
receivable and notes receivable, valuation of common stock warrants received in exchange for an asset sale, valuation of deferred tax
assets, valuation of intangible and other long-lived assets, estimates of net contract revenues and the total estimated costs to determine
progress towards contract completion, valuation of inventory, estimates of the valuation of right of use assets and corresponding lease
liabilities, valuation of warrants issued with debt and valuation of stock-based awards. We base our estimates on historical experience
and on various other assumptions that we believe are reasonable under the circumstances, the results of which form the basis for making
judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ
from these estimates.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;&#160;</b></p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:ConcentrationRiskCreditRisk"><p id="xdx_840_eus-gaap--ConcentrationRiskCreditRisk_zumW3aQsDLG1" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_862_zDfTjttCT3L6">Concentrations</span> </span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Cash Concentrations</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cash is maintained at financial institutions and at
times, balances may exceed federally insured limits. We have not experienced any losses related to these balances. As of September 30,
2023, the balance in one financial institution exceeded federally insured limits by approximately $<span id="xdx_901_eus-gaap--CashUninsuredAmount_iI_pp0p0_c20230930_zXQoJu97Lt4i" title="Federally insured limits"><ix:nonFraction name="us-gaap:CashUninsuredAmount" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,768,466</ix:nonFraction></span>. Any loss incurred or a lack
of access to such funds could have a significant adverse impact on the Company&#8217;s consolidated financial condition, results of operation
and cash flows.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Significant Customers and Concentration of Credit Risk</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">The Company had certain customers
whose revenue individually represented 10% or more of the Company&#8217;s total revenue, or whose accounts receivable balances individually
represented 10% or more of the Company&#8217;s total accounts receivable, as follows:</p>

<p style="font: 8pt Arial, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For the nine months ended September 30, 2023, two
customers accounted for <span id="xdx_908_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zoqWlS8KLYok" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2023-01-012023-09-30_custom_Customer1Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">55</ix:nonFraction></span>% and <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zJNXH1ObSvm1" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2023-01-012023-09-30_custom_Customer2Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">29</ix:nonFraction></span>% of revenues. For the nine months ended September 30, 2022, four customers accounted for <span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zTeDlTN354b5" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-09-30_custom_Customer1Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">25</ix:nonFraction></span>%, <span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zvXy3raVjGch" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-09-30_custom_Customer2Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">21</ix:nonFraction></span>%,
<span id="xdx_90E_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z9EmzvmERWa7" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-09-30_custom_Customer3Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">19</ix:nonFraction></span>% and <span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_ztGeizOOyFVf" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-09-30_custom_Customer4Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">19</ix:nonFraction></span>% of revenues. In all cases, there are no minimum contract values stated. Each contract covers an agreement to deliver a Railcar
Inspection Portal which, once accepted, must be paid in full, with <span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--CustomerMember__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zEjixALsQ903" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2023-01-012023-09-30_custom_CustomerMember_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">30</ix:nonFraction></span>% or more being due and payable prior to delivery. The balances of
the contracts are for service and maintenance which is paid annually in advance with revenues recorded ratably over the contract period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<ix:exclude><p id="xdx_239_zHgPbuHMzcNc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_231_ziXGs9VIk1b8" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><!-- Field: Page; Sequence: 8; Options: NewSection -->
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    <!-- Field: /Page --></ix:exclude>





<ix:exclude><p id="xdx_23E_z4EOZUTa4Dx9" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p></ix:exclude>

<ix:exclude><p id="xdx_239_zhVPl5l3VSB9" style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023, three customers accounted for
<span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zXqENAxrsINj" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2023-01-012023-09-30_custom_Customer1Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">52</ix:nonFraction></span>%, <span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z8k5AiFL232d" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2023-01-012023-09-30_custom_Customer2Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">25</ix:nonFraction></span>%, and <span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zKvgrhMiYckk" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2023-01-012023-09-30_custom_Customer3Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">14</ix:nonFraction></span>% of accounts receivable. At December 31, 2022, four customers accounted for <span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zkAAyz9YYZNj" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-12-31_custom_Customer1Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">34</ix:nonFraction></span>%, <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zfNMguW71ond" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-12-31_custom_Customer2Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">31</ix:nonFraction></span>%, <span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zuidqyx7tTJk" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-12-31_custom_Customer3Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">19</ix:nonFraction></span>% and <span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zZPtv1QzwVgl" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-12-31_custom_Customer4Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">10</ix:nonFraction></span>% of accounts receivable.
Much of the credit risk is mitigated since all the customers listed here are Class 1 railroads with a history of timely payments to us.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<b>&#160;</b></p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Geographic Concentration</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For the nine months ended September 30, 2023,
approximately <span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember__srt--StatementGeographicalAxis__country--US_zsqak756hjDc" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2023-01-012023-09-30_custom_Customer3Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember_country_US" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">37</ix:nonFraction></span>%
of revenue was generated from three customers outside of the United States. For the nine months ended September 30, 2022,
approximately <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zxRJuvEMiBwa" title="Concentration risk, percentage"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-09-30_country_US_custom_Customer4Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">54</ix:nonFraction></span>%
of revenue was generated from four customers outside of the United States. These customers are Canadian and Mexican, and, for the
nine months ended September 30, 2023, two of the three are Class 1 railroads operating in the United States. <b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Significant Vendors and Concentration of Credit
Risk</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In some instances, the Company relies on a limited
pool of vendors for key components related to the manufacturing of its subsystems. These vendors are primarily focused on camera, server
and lighting technologies integral to the Company&#8217;s solution. Where possible, the Company seeks multiple vendors for key components
to mitigate vendor concentration risk.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:FairValueMeasurementPolicyPolicyTextBlock"><p id="xdx_841_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zFj6oQwzREja" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_865_z7QQmKT39Jrh">Fair Value of Financial Instruments and Fair Value Measurements</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows Accounting Standards Codification
(&#8220;ASC&#8221;) 820, &#8220;Fair Value Measurements and Disclosures&#8221; (&#8220;ASC 820&#8221;), for assets and liabilities measured
at fair value on a recurring basis. ASC 820 establishes a common definition for fair value to be applied to existing generally accepted
accounting principles that requires the use of fair value measurements, establishes a framework for measuring fair value and expands disclosure
about such fair value measurements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">ASC&#160;820 defines fair value as the price that
would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement
date. Additionally, ASC&#160;820 requires the use of valuation techniques that maximize the use of observable inputs and minimize the
use of unobservable inputs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">These inputs are prioritized below:&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 10%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 1:</span></td>
    <td style="width: 90%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;</span></td></tr>
  <tr style="vertical-align: top">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 2:</span></td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;</span></td></tr>
  <tr style="vertical-align: top">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 3:</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Unobservable inputs for which there is little or no market data, which require the use of the reporting entity&#8217;s own assumptions that the market participants would use in the valuation of the asset or liability based on the best available information.</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company analyzes all financial instruments with
features of both liabilities and equity under the Financial Accounting Standard Board&#8217;s (&#8220;FASB&#8221;) accounting standard
for such instruments. Under this standard, financial assets and liabilities are classified in their entirety based on the lowest level
of input that is significant to the fair value measurement.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The estimated fair value of certain financial instruments,
including accounts receivable, prepaid expenses, accounts payable, accrued expenses and notes payable are carried at historical cost basis,
which approximates their fair values because of the short-term nature of these instruments.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On January 1, 2023, the Company adopted ASC 326, &#8220;Financial
Instruments - Credit Losses&#8221;. In accordance with ASC 326, an allowance is maintained for estimated forward-looking losses resulting
from the possible inability of customers to make required payments (current expected losses). The amount of the allowance is determined
principally on the basis of past collection experience and known financial factors regarding specific customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<ix:exclude><p id="xdx_23B_ziCecfiUnUB3" style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&#160;</p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accounts receivable are stated at estimated net
realizable value. Accounts receivable are comprised of balances due from customers net of estimated allowances for uncollectible
accounts. In determining the collections on the account, historical trends are evaluated, and specific customer issues are reviewed
to arrive at appropriate allowances. The Company reviews its accounts to estimate losses resulting from the inability of its
customers to make required payments. Any required allowance is based on specific analysis of past due accounts and also considers
historical trends of write-offs. Past due status is based on how recently payments have been received from customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Inventory consists primarily of spare parts and consumables
and long lead time components to be used in the production of our technology systems or in connection with maintenance agreements with
customers. Any inventory deemed to be obsolete is written off. Inventory is stated at the lower of cost or net realizable value. Inventory
cost is primarily determined using the weighted average cost method.</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Software development costs incurred prior to establishing
technological feasibility are charged to operations and included in research and development costs. The technological feasibility of a
software product is established when the Company has completed all planning, designing, coding, and testing activities that are necessary
to establish that the product meets its design specifications, including functionality, features, and technical performance requirements.
Software development costs incurred after establishing technological&#160;feasibility for software sold as a perpetual license, as defined
within ASC 985-20 (Software &#8211; Costs of Software to be Sold, Leased, or Marketed), are capitalized and amortized on a product-by-product
basis when the product is available for general release to customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company accounts for employee stock-based compensation
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expense for all share-based payment awards made to employees and directors including employee stock options, restricted stock units, and
employee stock purchases based on estimated fair values.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates the fair value of stock options
granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis over the requisite
service periods of the awards, which is generally the vesting period. The Company&#8217;s determination of fair value using an option-pricing
model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates volatility based upon the historical
stock price of the Company and estimates the expected term for stock options using the simplified method for employees and directors and
the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities
with similar maturities.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows Accounting Standards Codification
606, Revenue from Contracts with Customers (&#8220;ASC 606&#8221;), that affects the timing of when certain types of revenues will be
recognized. The basic principles in ASC 606 include the following: a contract with a customer creates distinct contract assets and performance
obligations, satisfaction of a performance obligation creates revenue, and a performance obligation is satisfied upon transfer of control
to a good or service to a customer.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Revenue is recognized by evaluating our revenue contracts
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-align: justify">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<ix:exclude><p id="xdx_233_zTSx9exIoO2c" style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23A_zfkUb2gi8gZf" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company generates revenue from four sources:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(1) Technology Systems</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(2) AI Technologies</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(3) Technical Support</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(4) Consulting Services</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Technology Systems</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For revenues related to technology systems, the Company
recognizes revenue over time using a cost-based input methodology in which significant judgment is required to estimate costs to complete
projects. These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue
to recognize.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accordingly, the Company bases its revenue recognition
on ASC 606-10-25-27, where control of a good or service transfers over time if the entity&#8217;s performance does not create an asset
with an alternative use to the entity and the entity has an enforceable right to payment for performance completed to date including a
profit margin or reasonable return on capital. Control is deemed to pass to the customer instantaneously as the goods are manufactured
and revenue is recognized accordingly.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In addition, the Company has adopted ASC 606-10-55-21
such that if the cost incurred is not proportionate to the progress in satisfying the performance obligation, we adjust the input method
to recognize revenue only to the extent of the cost incurred. Therefore, the Company will recognize revenue at an equal amount to the
cost of the goods to satisfy the performance obligation. To accurately reflect revenue recognition based on the input method, the Company
has adopted the implementation guidance as set out in ASC-606-10-55-187 through 192.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Under this method, contract revenues are recognized
over the performance period of the contract in direct proportion to the costs incurred. Costs include direct material, direct labor, subcontract
labor and other allocable indirect costs. All un-allocable indirect costs and corporate general and administrative costs are also charged
to the periods as incurred. Any recognized revenues that have not been billed to a customer are recorded as an asset in &#8220;contract
assets&#8221;. Any billings of customers more than recognized revenues are recorded as a liability in &#8220;contract liabilities&#8221;.
However, in the event a loss on a contract is foreseen, the Company will recognize the loss when such loss is determined to be both probable
and reasonably estimable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<ix:exclude><p id="xdx_230_zWxCYfksGLM6" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_234_zMSpBPQVdV76" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>AI Technologies</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has revenue from applications that incorporate
artificial intelligence (AI) in the form of predetermined algorithms which provide important operating information to the users of our
systems. The revenue generated from these applications of AI consists of a fixed fee related to the design, development, testing and incorporation
of new algorithms into the system, which is recognized as revenue at a point in time upon acceptance, as well as an annual application
maintenance fee, which is recognized as revenue ratably over the contracted maintenance term.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Technical Support</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Technical support services are provided on both an
as-needed and extended-term basis and may include providing both parts and labor. Maintenance and technical support provided outside of
a maintenance contract are on an &#8220;as-requested&#8221; basis, and revenue is recognized over time as the services are provided. Revenue
for maintenance and technical support provided on an extended-term basis is recognized over time ratably over the term of the contract.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Consulting Services </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s consulting services business generates
revenues under contracts with customers from four sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; (3) Customer service training and (4) Maintenance/support.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(1) Revenues for professional services, which are
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(2) For all periods reflected in this report, software
license sales have been one-time sales of a perpetual license to use our software product and the customer also has the option to purchase
third-party manufactured handheld devices from us if they purchase our software license. Accordingly, the revenue is recognized upon delivery
of the software and delivery of the hardware, as applicable, to the customer;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(3) Training sales are one-time upfront short-term
training sessions and are recognized after the service has been performed; and</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(4) Maintenance/support is an optional product sold
to our software license customers under one-year contracts. Accordingly, maintenance payments received upfront are deferred and recognized
over the contract term.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="duot:MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock"><p id="xdx_84B_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_z9Y0a47JG0He" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span id="xdx_86D_zlX9Ln8NiOk2">Multiple Performance Obligations and Allocation
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Arrangements with customers may involve multiple performance
obligations including project revenue and maintenance services in our Technology Systems business. Maintenance will occur after the project
is completed and may be provided on an extended-term basis or on an as-needed basis. In our consulting services business, multiple performance
obligations may include any of the above four sources. Training and maintenance on software products may occur after the software product
sale while other services may occur before or after the software product sale and may not relate to the software product. Revenue recognition
for a multiple performance obligations arrangement is as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each performance obligation is accounted for separately
when each has value to the customer on a standalone basis and there is Company specific objective evidence of selling price of each deliverable.
For revenue arrangements with multiple deliverables, the Company allocates the total customer arrangement to the separate units of accounting
based on their relative selling prices as determined by the price of the items when sold separately. Once the selling price is allocated,
the revenue for each performance obligation is recognized using the applicable criteria under GAAP as discussed above for performance
obligations sold in single performance obligation arrangements. A delivered item or items that do not qualify as a separate unit of accounting
within the arrangement are combined with the other applicable undelivered items within the arrangement. The allocation of arrangement
consideration and the recognition of revenue is then determined for those combined deliverables as a single unit of accounting. The Company
sells its various services and software and hardware products at established prices on a standalone basis which provides Company specific
objective evidence of selling price for purposes of performance obligations relative selling price allocation. The Company only sells
maintenance services or spare parts based on its established rates after it has completed a system integration project for a customer.
The customer is not required to purchase maintenance services. All elements in multiple performance obligations arrangements with Company
customers qualify as separate units of account for revenue recognition purposes.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_239_z9Ojinw9J3dc" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 12 -->
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    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_23E_zBJtKS3cmwof" style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&#160;</p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:LesseeLeasesPolicyTextBlock"><p id="xdx_842_eus-gaap--LesseeLeasesPolicyTextBlock_zh2OIJufYm6j" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_864_zDSXERBAzIr6">Leases</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows ASC 842 &#8220;Leases&#8221;.
This guidance requires lessees to recognize right-of-use (&#8220;ROU&#8221;) assets and lease liabilities for most operating leases. In
addition, this guidance requires that lessors separate lease and non-lease components in a contract in accordance with the revenue guidance
in ASC 606.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company made an accounting policy election to
not recognize short-term leases with terms of twelve months or less on the balance sheet and instead recognize the lease payments in expense
as incurred. The Company has also elected to account for real estate leases that contain both lease and non-lease components as a single
lease component.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At the inception of a contract the Company assesses
whether the contract is, or contains, a lease. The Company&#8217;s assessment is based on: (1) whether the contract involves the use of
a distinct identified asset, (2) whether we obtain the right to substantially all the economic benefit from the use of the asset throughout
the period, and (3) whether we have the right to direct the use of the asset.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Operating ROU assets represent the right to use the
leased asset for the lease term and operating lease liabilities are recognized based on the present value of minimum lease payments over
the lease term at commencement date. As most leases do not provide an implicit rate, the Company uses an incremental borrowing rate based
on the information available at the lease commencement date to determine the present value of future payments. The lease term includes
all periods covered by renewal and termination options where the Company is reasonably certain to exercise the renewal options or not
to exercise the termination options. Operating lease expense is recognized on a straight-line basis over the lease term and is included
in general and administration expenses in the consolidated statements of operations.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:EarningsPerSharePolicyTextBlock"><p id="xdx_847_eus-gaap--EarningsPerSharePolicyTextBlock_zwYepSeqw5G" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_866_zZnwjXTQfpa4">Earnings (Loss) Per Share</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Basic earnings per share (EPS) are computed by
dividing the net loss applicable to common stock by the weighted average number of common shares outstanding. Diluted net loss per
common share is computed by dividing the net loss applicable to common stock by the weighted average number of common shares
outstanding for the period and, if dilutive, potential common shares outstanding during the period. Potential common shares consist
of the incremental common shares issuable upon the exercise or conversion of stock options, stock warrants, convertible debt
instruments, convertible preferred stock or other common stock equivalents. Potentially dilutive securities are excluded from the
computation if their effect is anti-dilutive. &#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023, there were (i) an aggregate
of <span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20230930_zW3i5jCZI0t2" title="Outstanding warrants"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightOutstanding" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">80,091</ix:nonFraction></span> outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of <span id="xdx_900_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zX10fNvAI01" title="Number of incentive stock options"><ix:nonFraction name="duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers" contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,217,775</ix:nonFraction></span> shares
of common stock, (iii) <span id="xdx_90A_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zsrlu3U7JRT5" title="Common shares issuable conversion"><ix:nonFraction name="duot:ConversionOfStockSharesConverted" contextRef="From2023-01-012023-09-30_custom_SeriesDConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">433,000</ix:nonFraction></span> common shares issuable upon conversion of Series D Convertible Preferred Stock, (iv) <span id="xdx_90C_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zB21L6051O4j" title="Common shares issuable conversion"><ix:nonFraction name="duot:ConversionOfStockSharesConverted" contextRef="From2023-01-012023-09-30_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,333,334</ix:nonFraction></span> common shares
issuable upon conversion of Series E Convertible Preferred Stock, and (v) <span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zVACvRVoNTl6" title="Common shares issuable conversion"><ix:nonFraction name="duot:ConversionOfStockSharesConverted" contextRef="From2023-01-012023-09-30_custom_SeriesFConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">806,452</ix:nonFraction></span> common shares issuable upon conversion of Series F Convertible
Preferred Stock, all of which were excluded from the computation of diluted net earnings per share because their inclusion would have
been anti-dilutive.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2022, there were (i) an aggregate
of <span id="xdx_905_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20220930_zpkmuG7bsnQh" title="Outstanding warrants"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightOutstanding" contextRef="AsOf2022-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,376,466</ix:nonFraction></span> outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of <span id="xdx_903_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20220930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zyQcQqABDPSh" title="Number of incentive stock options"><ix:nonFraction name="duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers" contextRef="AsOf2022-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">926,266</ix:nonFraction></span>
shares of common stock and (iii) <span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20220101__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zLaBfWrW7aOh" title="Common shares issuable conversion"><ix:nonFraction name="duot:ConversionOfStockSharesConverted" contextRef="From2022-01-012022-09-30_custom_SeriesDConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">333,000</ix:nonFraction></span> common shares issuable upon conversion of Series D Convertible Preferred Stock, all of which
were excluded from the computation of diluted net earnings per share because their inclusion would have been anti-dilutive.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>


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    <div id="xdx_23C_zsfcshLOuNJd" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
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</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:NewAccountingPronouncementsPolicyPolicyTextBlock"><p id="xdx_84D_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zOKj6XnfpIVl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_863_z0KxIfHnPpWj">Recent Accounting Pronouncements</span></span></b></p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">From time to time, the FASB or other standards setting
bodies will issue new accounting pronouncements. Updates to the FASB ASC are communicated through issuance of an Accounting Standards
Update (&#8220;ASU&#8221;).</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In August 2020, the FASB issued an accounting pronouncement
(ASU 2020-06) related to the measurement and disclosure requirements for convertible instruments and contracts in an entity's own equity.
The pronouncement simplifies and adds disclosure requirements for the accounting and measurement of convertible instruments and the settlement
assessment for contracts in an entity's own equity. This pronouncement is effective for fiscal years, and for interim periods within those
fiscal years, beginning after December 15, 2023. The Company early adopted this pronouncement for our fiscal year beginning January 1,
2022, and it did not have a material effect on our audited consolidated financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In May 2021, the FASB issued an accounting pronouncement
(ASU 2021-04) related to modifications or exchanges of freestanding equity-classified written call options (such as warrants) that remain
equity classified after modification or exchange. The pronouncement states that an entity should treat the modification as an exchange
of the original instrument for a new instrument, and the effect of the modification should be calculated as the difference between the
fair value of the modified instrument and the fair value of that instrument immediately before modification. An entity should then recognize
the effect of the modification on the basis of the substance of the transaction, in the same manner as if cash had been paid as consideration.
This pronouncement is effective for fiscal years, and for interim periods within those fiscal years, beginning after December 15, 2021.
The pronouncement is applied prospectively to all modifications that occur after the initial date of adoption. We adopted this pronouncement
for our fiscal year beginning January 1, 2022, and it did not have a material effect on our audited consolidated financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Management does not believe that any other recently
issued, but not yet effective accounting pronouncements, if adopted, would have a material effect on the accompanying financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

</ix:nonNumeric></ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:SubstantialDoubtAboutGoingConcernTextBlock"><p id="xdx_809_eus-gaap--SubstantialDoubtAboutGoingConcernTextBlock_zeQV98H6owB5" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 2 &#8211; <span><span id="xdx_825_zeAjUjZO61Fc">LIQUIDITY</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As reflected in the accompanying consolidated financial
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operating activities was $<span id="xdx_909_eus-gaap--NetCashProvidedByUsedInOperatingActivities_iN_di_c20230101__20230930_zpJ1rn0fTby" title="Cash used in operating activities"><ix:nonFraction name="us-gaap:NetCashProvidedByUsedInOperatingActivities" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">5,637,072</ix:nonFraction></span>. The working capital surplus and accumulated deficit as of September 30, 2023, were $<span id="xdx_907_ecustom--WorkingCapitalSurplus_iI_pp0p0_c20230930_zaruYNUdBR3b" title="Working capital surplus"><ix:nonFraction name="duot:WorkingCapitalSurplus" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">3,358,320</ix:nonFraction></span> and
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This was principally due to a lack of working capital prior to underwritten offerings and private placements which were completed during
the second, third and fourth quarters of 2022 as well as the first and third quarters of 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company was successful during 2022 in raising
gross proceeds of over $10,100,000 from the sale of both common shares and Series D Preferred Stock. Additionally, late in the first quarter
of 2023, the Company raised gross proceeds of $4,000,000 from the issuance of Series E Preferred Stock. In August 2023, the Company was
successful in raising gross proceeds of $5,000,000 from the sale of Series F Convertible Preferred Stock. The Company was also successful
in raising a further $2,500,000 from the sale of additional Series E Convertible Preferred Stock during November 2023. During the second
quarter of 2023, the Company renewed its S-3 &#8220;shelf registration&#8221; statement allowing the Company to sell multiple forms of
securities in addition to common shares. At the time of this filing, the Company estimates that it has available capacity on its shelf
registration which it can utilize to bolster working capital and growth of the business. Additionally, the Company has capacity on Series
D and Series E to bolster liquidity, if needed, via private placements. Although additional investment is not assured, the Company is
comfortable that it would be able to raise sufficient capital to support expanded operations based on an anticipated increase in business
activity. In the long run, the continuation of the Company as a going concern is dependent upon the ability of the Company to continue
executing its business plan, generate enough revenue, and attain consistently profitable operations. Although the lingering effects of
the global pandemic related to the coronavirus (Covid-19) continue to affect our operations, particularly in our supply chain, we now
believe that this is expected to be an ongoing issue and our working capital assumptions reflect this new reality. The Company cannot
currently quantify the uncertainty related to the ongoing supply chain delays or inflationary increases and their effects on our customers
in the coming quarters. We have analyzed our cash flow under &#8220;stress test&#8221; conditions and have determined that we have sufficient
liquid assets on hand, forthcoming with ongoing business or available via the capital markets to maintain operations for at least twelve
months from the date of this report.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>




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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In addition, management has been taking and continues
to take actions including, but not limited to, elimination of certain costs that do not contribute to short term revenue, and re-aligning
both management and staffing with a focus on improving certain skill sets necessary to build growth and profitability and focusing product
strategy on opportunities that are likely to bear results in the relatively short term. The Company believes that, as described above,
it will have sufficient sources of working capital to meet its obligations over the following twelve months. In the last twelve months
the Company has seen growth in its contracted backlog as well as positive signs from new commercial engagements that indicate improvements
in future commercial opportunities for both one-time capital and recurring services revenues.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Management believes that, at this time, the
conditions in our market space with ongoing contract delays, the consequent need to procure certain materials in advance of a
binding contract and the additional time needed to execute on new contracts previously reported have put a strain on our cash
reserves. However, proactive management of our existing contracts, recent stock offerings and private placements as well as the
availability to raise capital via our shelf registration indicate there is no substantial doubt for the Company to continue as a
going concern for a period of twelve months from the issuance date of this report. We continue executing the plan to grow our
business and achieve profitability. The Company may selectively look at opportunities for fund raising in the future. Management has
extensively evaluated our requirements for the next twelve months and has determined that the Company currently has sufficient cash
and access to capital to operate for at least that period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">While no assurance can be provided, management believes
that these actions provide the opportunity for the Company to continue as a going concern and to grow its business and achieve profitability
with access to additional capital funding. Ultimately the continuation of the Company as a going concern is dependent upon the ability
of the Company to continue executing the plan described above which was put in place in late 2022 and will continue in 2023 and beyond.
As a result, we expect to generate sufficient revenue and to attain profitable operations with less net cash used in operating activities
in approximately the next twelve months. These consolidated financial statements do not include any adjustments related to the recoverability
and classification of recorded asset amounts and classification of liabilities that might be necessary should the Company be unable to
continue as a going concern.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<ix:exclude><p id="xdx_23C_zVQL1BZBWmH" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_234_zF2KNSZQPw2h" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:DebtDisclosureTextBlock"><p id="xdx_805_eus-gaap--DebtDisclosureTextBlock_zC7GtqteI22b" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 3 &#8211; <span id="xdx_82C_zEV4Cl9SX3yb">DEBT</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Notes Payable - Financing Agreements</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s notes payable relating to financing
agreements classified as current liabilities consist of the following as of September 30, 2023 and December 31, 2022:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"></p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:ScheduleOfDebtTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_88D_eus-gaap--ScheduleOfDebtTableTextBlock_zZ9q9Sd5CsZ8" summary="xdx: Disclosure - DEBT (Details - Schedule of notes payable - financing agreements)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%; margin-right: auto; margin-left: auto">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B4_zUUd5UurhC1h" style="display: none">Schedule of notes payable</span></td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="6" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">September 30, 2023</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="6" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">December 31, 2022</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif">Notes Payable</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">Principal</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">Interest</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 48%; text-align: left">Third Party - Insurance Note 1</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td id="xdx_983_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zsNvdt2v6yI6" title="Notes Payable, Interest" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"><ix:nonFraction name="us-gaap:LongTermDebtPercentageBearingFixedInterestRate" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">8.73</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">%</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">Third Party - Insurance Note 2</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes Payable, Principal" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">79,146</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zMuHrWipUDwi" title="Notes Payable, Interest" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:LongTermDebtPercentageBearingFixedInterestRate" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">8.00</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes Payable, Principal" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,753</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98A_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zT0Mj53KBNa6" title="Notes Payable, Interest" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:LongTermDebtPercentageBearingFixedInterestRate" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">6.24</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">Third Party - Insurance Note 3</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes Payable, Principal" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">8,045</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes Payable, Principal" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">16,094</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt">Third Party - Insurance Note 4</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes Payable, Principal" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">47,889</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes Payable, Principal" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">40,728</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">Total</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20230930_pp0p0" title="Notes Payable, Principal" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">137,816</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt; text-align: right">&#160;</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231_pp0p0" title="Notes Payable, Principal" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">74,575</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt; text-align: right">&#160;</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  </table></ix:nonNumeric>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on
December 23, 2022 with its insurance provider by issuing a $<span id="xdx_90A_eus-gaap--NotesPayable_iI_pp0p0_c20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zdlFYF5aa2P7" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-12-23_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">26,484</ix:nonFraction></span>
note payable (Insurance Note 1) for the purchase of an insurance policy, secured by that policy with an annual interest rate of <span id="xdx_90B_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zeDEMT1tKRA4" title="Interest rate"><ix:nonFraction name="us-gaap:DerivativeFixedInterestRate" contextRef="AsOf2022-12-23_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">8.73</ix:nonFraction></span>%
payable in monthly installments of principal and interest totaling $<span id="xdx_903_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20221222__20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zofVKMpgrLh6" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2022-12-222022-12-23_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,755</ix:nonFraction></span>
through October 23, 2023. The balance of Insurance Note 1 as of September 30, 2023 and December 31, 2022 was $<span id="xdx_900_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_ztzDsktHNvja" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,736</ix:nonFraction></span>
and <span id="xdx_90B_eus-gaap--NotesPayable_iI_pp0p0_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zIokCg9XwVrb" title="Notes payable outstanding balance" style="display: none"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">0</ix:nonFraction></span> zero, respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on April 15,
2022 with its insurance provider by issuing a note payable (Insurance Note 2) for the purchase of an insurance policy in the amount of
$<span id="xdx_90D_eus-gaap--NotesPayable_iI_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zWDjFClHBh82" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">63,766</ix:nonFraction></span>, secured by that policy with an annual interest rate of <span id="xdx_905_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_z5TcZXCf44C7" title="Interest rate"><ix:nonFraction name="us-gaap:DerivativeFixedInterestRate" contextRef="AsOf2022-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">6.24</ix:nonFraction></span>% and payable in 11 monthly installments of principal and interest
totaling $<span id="xdx_903_eus-gaap--DebtInstrumentPeriodicPayment_c20220414__20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zBvobXkpnJba" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2022-04-142022-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5,979</ix:nonFraction></span>. The Company entered into an agreement on April 15, 2023 with its insurance provider by issuing a note payable (Insurance
Note 2) for the purchase of an insurance policy in the amount of $<span id="xdx_90B_eus-gaap--NotesPayable_iI_pp0p0_c20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zXoZvYVk9JKh" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2023-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">142,734</ix:nonFraction></span>, secured by that policy with an annual interest rate of <span id="xdx_907_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_ze9z7YkI3TU7" title="Interest rate"><ix:nonFraction name="us-gaap:DerivativeFixedInterestRate" contextRef="AsOf2023-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">8.00</ix:nonFraction></span>%
and payable in 11 monthly installments of principal and interest totaling $<span id="xdx_906_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20230414__20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zYpW0EQpGfR8" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2023-04-142023-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">13,501</ix:nonFraction></span>. At September 30, 2023 and December 31, 2022, the balance
of Insurance Note 2 was $<span id="xdx_905_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zulX3Mjtga73" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">79,146</ix:nonFraction></span> and $<span id="xdx_900_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,753</ix:nonFraction></span>, respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on
September 15, 2022 with its insurance provider by issuing a note payable (Insurance Note 3) for the purchase of an insurance policy
in the amount of $<span id="xdx_90C_eus-gaap--NotesPayable_c20220915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-09-15_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">24,140</ix:nonFraction></span>.
The policy was renewed on February 3, 2023 and is payable in 12 monthly installments of $<span id="xdx_904_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20220914__20220915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_zRwp6414LoC7" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2022-09-142022-09-15_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,012</ix:nonFraction></span>.
At September 30, 2023 and December 31, 2022, the balance of Insurance Note 3 was $<span id="xdx_902_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_zbMxC5y2xKI3" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">8,045</ix:nonFraction></span>
and $<span id="xdx_90A_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">16,094</ix:nonFraction></span>,
respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on
February 3, 2022 with its insurance provider by issuing a note payable for the purchase of an insurance policy in the amount of
$<span id="xdx_90C_ecustom--PurchaseOfInsurancePolicy_c20220201__20220203_zAyQF6W0DlNc" title="Purchase of an insurance policy"><ix:nonFraction name="duot:PurchaseOfInsurancePolicy" contextRef="From2022-02-012022-02-03" format="ixt:numdotdecimal" decimals="0" unitRef="USD">242,591</ix:nonFraction></span>
with a down payment paid in the amount of $<span id="xdx_908_ecustom--DownPaymentPaid_c20220101__20220331_zKLbNSWRdhel" title="Down payment paid"><ix:nonFraction name="duot:DownPaymentPaid" contextRef="From2022-01-012022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">102,075</ix:nonFraction></span>
in the first quarter of 2022 and ten monthly installments of $<span id="xdx_90E_ecustom--InsuranceMonthlyInstallments_c20220201__20220203_z17C36LWZaj6" title="Insurance monthly installments"><ix:nonFraction name="duot:InsuranceMonthlyInstallments" contextRef="From2022-02-012022-02-03" format="ixt:numdotdecimal" decimals="0" unitRef="USD">20,073</ix:nonFraction></span>.
The Company received a refund on September 30, 2022 as a result of the annual audit of the policy resulting in the refund being
applied to the outstanding amount of $<span id="xdx_908_eus-gaap--ProceedsFromDepositsWithOtherInstitutions_c20220101__20220930_zDI0GNXCUmR2" title="Received refund"><ix:nonFraction name="us-gaap:ProceedsFromDepositsWithOtherInstitutions" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">53,175</ix:nonFraction></span>.
The policy renewed on February 3, 2023 and, in connection therewith, the Company issued a new note payable (Insurance Note 4) to the
insurer in the amount of $<span id="xdx_90A_eus-gaap--NotesPayable_iI_pp0p0_c20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zAnDOHNyy0jc" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2023-02-03_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">293,520</ix:nonFraction></span>;
with a down payment paid in the amount of $<span id="xdx_905_ecustom--DownPaymentPaid_c20230202__20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zTbeR4rjzeQ6" title="Down payment paid"><ix:nonFraction name="duot:DownPaymentPaid" contextRef="From2023-02-022023-02-03_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">125,690</ix:nonFraction></span>
and payable in ten monthly installments of $<span id="xdx_905_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20230202__20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zqKcFXNEHrSi" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2023-02-022023-02-03_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">23,976</ix:nonFraction></span>.
At September 30, 2023 and December 31, 2022, the balance of Insurance Note 4 was $<span id="xdx_907_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zaFptsaBQduc" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">47,889</ix:nonFraction></span>
and $<span id="xdx_90F_eus-gaap--NotesPayable_iI_pp0p0_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zjUUet4aQld" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">40,728</ix:nonFraction></span>,
respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Equipment Financing</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on May 22,
2020 with an equipment financing company by issuing a $<span id="xdx_90A_eus-gaap--NotesPayable_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2020-05-22_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">121,637</ix:nonFraction></span>
secured note, with an annual interest rate of <span id="xdx_905_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_z14zIADD8jvj" title="Interest rate"><ix:nonFraction name="us-gaap:DerivativeFixedInterestRate" contextRef="AsOf2020-05-22_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">9.90</ix:nonFraction></span>%
and payable in monthly installments of principal and interest totaling $<span id="xdx_905_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20200521__20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_z8wCOjZaP18h" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2020-05-212020-05-22_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">3,919</ix:nonFraction></span>
through June 1, 2023. At September 30, 2023 and December 31, 2022, the aggregate balance of this note was <span id="xdx_900_eus-gaap--NotesPayable_iI_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zWFUiwu0Z2Qc" title="Notes payable outstanding balance" style="display: none"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2023-09-30_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">0</ix:nonFraction></span> zero and $<span id="xdx_90A_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-12-31_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">22,851</ix:nonFraction></span>,
respectively.</p>


<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_231_zEoVT2FBwKF" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 16 -->
    <div id="xdx_236_zxuX04leLNI5" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_239_zgUIg2WMK163" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 14; Name: PageNo -->14<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_235_zFroICLSeMT5" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_235_zw8d5rew35H8" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_232_zq8OrpiIvGS6" style="font: 10pt Times New Roman, Times, Serif; margin: 0"></p></ix:exclude>

<ix:exclude><p id="xdx_23E_z7mSrUnp4ya4" style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;<b>&#160;&#160;</b></p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:CommitmentsAndContingenciesDisclosureTextBlock"><p id="xdx_804_eus-gaap--CommitmentsAndContingenciesDisclosureTextBlock_zf53N28q5k24" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>NOTE 4 &#8211; <span id="xdx_82E_zh4w5vWnO646">COMMITMENTS AND CONTINGENCIES</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Operating Lease Obligations </span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">On
July 26, 2021, the Company entered into a new operating lease agreement for office and warehouse combination space of <span id="xdx_905_ecustom--AreaOfLease_usqft_c20210725__20210726_zHipA2xNel4j" title="Area of lease"><ix:nonFraction name="duot:AreaOfLease" contextRef="From2021-07-252021-07-26" format="ixt:numdotdecimal" decimals="INF" unitRef="sqft">40,000</ix:nonFraction></span> square feet,
with the lease commencing on November 1, 2021 and ending April 30, 2032. This new space combines the Company&#8217;s two separate work
locations into one facility, which allows for greater collaboration and also accommodates a larger anticipated workforce and manufacturing
facility. On November 24, 2021, the lease was amended to commence on December 1, 2021 and end on May 31, 2032. The Company recognized
a ROU asset and operating lease liability in the amount of $<span id="xdx_907_eus-gaap--OperatingLeaseRightOfUseAsset_iI_pp0p0_c20211124_zHp4VtetiMd3" title="Operating lease right of use asset"><ix:nonFraction name="us-gaap:OperatingLeaseRightOfUseAsset" contextRef="AsOf2021-11-24" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,980,104</ix:nonFraction></span> </span><span style="font-size: 8pt">&#160;&#160;</span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">at
lease commencement. Rent for the first eleven months of the term was calculated based on <span id="xdx_902_ecustom--RentableSpace_usqft_c20211123__20211124_zwePUYz8D8L6" title="Rentable space"><ix:nonFraction name="duot:RentableSpace" contextRef="From2021-11-232021-11-24" format="ixt:numdotdecimal" decimals="INF" unitRef="sqft">30,000</ix:nonFraction></span> rentable square feet. The rent is subject
to an annual escalation of 2.5%, beginning November 1, 2023. The Company made a security deposit payment in the amount of $<span id="xdx_90D_eus-gaap--SecurityDepositLiability_iI_pp0p0_c20210726_zojQfoSglxo6" title="Security deposit payment"><ix:nonFraction name="us-gaap:SecurityDepositLiability" contextRef="AsOf2021-07-26" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">600,000</ix:nonFraction></span> on
July 26, 2021. Per the contract, on the 18th month, the security deposit was reduced by $<span id="xdx_90B_eus-gaap--IncreaseDecreaseInSecurityDeposits_c20210725__20210726_zA6ObHliRhm3" title="Security deposit reduce amount"><ix:nonFraction name="us-gaap:IncreaseDecreaseInSecurityDeposits" contextRef="From2021-07-252021-07-26" format="ixt:numdotdecimal" decimals="0" unitRef="USD">50,000</ix:nonFraction></span>. The right of use asset balance at September
30, 2023, net of accumulated amortization, was $<span id="xdx_90F_eus-gaap--OperatingLeaseRightOfUseAsset_pp0p0_c20230930_zOLUDy6XoIHf" title="Operating lease right of use asset"><ix:nonFraction name="us-gaap:OperatingLeaseRightOfUseAsset" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,454,714</ix:nonFraction></span>.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023, the office and warehouse
lease is the Company&#8217;s only lease with a term greater than twelve months. The office and warehouse lease has a remaining term of
approximately 8.8 years and includes an option to extend for two renewal terms of five years each. The renewal options are not reasonably
certain to be exercised, and therefore, they are not included when determining the lease term used to establish the right of use asset
and lease liability. The Company also has several short-term leases, primarily related to equipment. The Company made an accounting policy
election to not recognize short-term leases with terms of twelve months or less on the consolidated balance sheet and instead recognize
the lease payments in expense as incurred. The Company has also elected to account for real estate leases that contain both lease and
non-lease components (such as common area maintenance) as a single lease component.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following table shows supplemental information
related to leases:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="duot:SupplementalInformationRelatedLeasesTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_885_ecustom--SupplementalInformationRelatedLeasesTableTextBlock_zSxiIk4tqpc2" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of supplemental information related leases)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8BE_zK5caVTqag94" style="display: none">Schedule of supplemental information related to leases</span></td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: center">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom">
    <td style="text-align: justify">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">2023</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">2022</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: bold 10pt Times New Roman, Times, Serif; text-align: justify">Lease cost:</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify">Operating lease cost</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td id="xdx_98A_eus-gaap--OperatingLeaseCost_pp0p0_c20230101__20230930_z8zI1fcNy7Z7" title="Operating lease cost" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"><ix:nonFraction name="us-gaap:OperatingLeaseCost" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">586,228</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td id="xdx_984_eus-gaap--OperatingLeaseCost_pp0p0_c20220101__20220930_zPVhia0Xvwcj" title="Operating lease cost" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"><ix:nonFraction name="us-gaap:OperatingLeaseCost" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">582,989</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Short-term lease cost</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$&#160;</td><td id="xdx_98C_eus-gaap--ShortTermLeaseCost_pp0p0_c20230101__20230930_zyo9iTJePHdb" title="Short term lease Cost" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShortTermLeaseCost" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">56,052</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: justify">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$&#160;</td><td id="xdx_988_eus-gaap--PaymentsForRent_pp0p0_c20230101__20230930_z7cMlgUM6kAc" title="Operating cash outflow used for operating leases" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:PaymentsForRent" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">505,664</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Weighted average discount rate</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_902_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20230930_zOxu5xTlgtz2" title="Weighted average discount rate"><ix:nonFraction name="us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">9.0</ix:nonFraction></span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Weighted average remaining lease term</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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  </table></ix:nonNumeric>

<p style="font: 11pt Times New Roman, Times, Serif; margin: 0"><span style="font-size: 10pt">&#160;</span><span style="font-size: 4pt">&#160;</span></p>

<ix:exclude><p id="xdx_23A_zJgs5GP27JBc" style="font: 11pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 17 -->
    <div id="xdx_239_zNGRJ1ARLhd8" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 15; Name: PageNo -->15<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_237_zDX7YfTNp5L9" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>

<ix:exclude><p id="xdx_235_zXK9WI5TG4f6" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_235_zrlFD13Z0Qoh" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23C_zfvZ2uYWUlWh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023, future minimum lease payments
due under our operating leases are as follows:</p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:LesseeOperatingLeaseLiabilityMaturityTableTextBlock"><table cellspacing="0" cellpadding="0" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of future minimum lease payments)" id="xdx_88B_eus-gaap--LesseeOperatingLeaseLiabilityMaturityTableTextBlock_zl90QP4a4Gbi" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B2_ziCtQDfEuuCa" style="display: none">Schedule of future minimum lease payments</span></td>
    <td>&#160;</td>
    <td colspan="2" id="xdx_49E_20230930_zHTk4CX8cgU9" style="text-align: center">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>Amount</b></span></td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCEEFF">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Calendar year:</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_iI_maCz6be_zqQ7YRbLYc2j" style="vertical-align: bottom; background-color: white">
    <td style="width: 77%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2023</span></td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$</span></td>
    <td style="width: 20%; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">191,205</ix:nonFraction></span></td>
    <td style="width: 1%">&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maCz6be_zDWovttBrhyl" style="vertical-align: bottom; background-color: #CCEEFF">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2024</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">779,087</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_408_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maCz6be_zlgF9RBFVW04" style="vertical-align: bottom; background-color: white">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2025</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearTwo" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">798,556</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_402_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maCz6be_zYB5AoOD90i8" style="vertical-align: bottom; background-color: #CCEEFF">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2026</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearThree" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">818,518</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maCz6be_zgjPm8QbztGf" style="vertical-align: bottom; background-color: white">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2027</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFour" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">838,984</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_40F_ecustom--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour_iI_maCz6be_zK1HeuY0zr92" style="vertical-align: bottom; background-color: #CCEEFF">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Thereafter</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="duot:LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,043,427</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_40B_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_mtCz6be_zjQhkwIdWYUj" style="vertical-align: bottom; background-color: white">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Total undiscounted future minimum lease payments</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDue" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">7,469,777</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_di_zXVBF4aGvNK4" style="vertical-align: bottom; background-color: #CCEEFF">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Less: Impact of discounting</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(<ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2,384,618</ix:nonFraction></span></td>
    <td>)</td></tr>
  <tr id="xdx_40E_eus-gaap--OperatingLeaseLiability_iI_z2gqzvHahUmi" style="vertical-align: bottom; background-color: white">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Total present value of operating lease obligations</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="us-gaap:OperatingLeaseLiability" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5,085,159</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_403_ecustom--CurrentPortion_iNI_di_zCEsV7Ut2FA1" style="vertical-align: bottom; background-color: #CCEEFF">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Current portion</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(<ix:nonFraction name="duot:CurrentPortion" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">774,306</ix:nonFraction>)</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_408_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_zmmipq2CH1o9" style="vertical-align: bottom; background-color: white">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Operating lease obligations, less current portion</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 2.25pt double"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$</span></td>
    <td style="border-bottom: black 2.25pt double; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="duot:OperatingLeaseLiabilityLessCurrentPortion" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,310,853</ix:nonFraction></span></td>
    <td>&#160;</td></tr>
  </table></ix:nonNumeric>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Executive Severance Agreement</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Pursuant to a separation agreement with Gianni Arcaini,
our former Chief Executive Officer and Chairman of the Board (the &#8220;Separation Agreement&#8221;), Mr. Arcaini&#8217;s employment
with the Company ended on September 1, 2020 (&#8220;Separation Date&#8221;). The Separation Agreement provided that he would receive separation
payments over a 36-month period equal to his base salary plus $<span id="xdx_90E_ecustom--AdditionalCompensationToBePaidInSeparationPayments_iI_pp0p0_c20230930__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zhbLQD1K6A6" title="Compensation to be paid in addition to base salary in separation payments"><ix:nonFraction name="duot:AdditionalCompensationToBePaidInSeparationPayments" contextRef="AsOf2023-09-30_srt_ChiefExecutiveOfficerMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">75,000</ix:nonFraction></span> as well as certain limited health and life insurance benefits. The
Separation Agreement also contained confidentiality, non-disparagement and non-solicitation covenants and a release of claims by Mr. Arcaini.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In accordance with the Separation Agreement, the Company
paid to Mr. Arcaini the total sum of $<span id="xdx_902_ecustom--OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_iI_pp0p0_c20230930__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zix97KrivkQi" title="Payment under the separation agreement"><ix:nonFraction name="duot:OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement" contextRef="AsOf2023-09-30_srt_ChiefExecutiveOfficerMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">747,788</ix:nonFraction></span>. On March 1, 2021, the Company paid to Mr. Arcaini a lump-sum amount equal to the first
six months of payments, or $<span id="xdx_909_ecustom--PaymentOneOfSeparationAgreement_iI_pp0p0_c20210301__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zwYWEOGSz5Y3" title="Lump sum payment owed under separation agreement"><ix:nonFraction name="duot:PaymentOneOfSeparationAgreement" contextRef="AsOf2021-03-01_srt_ChiefExecutiveOfficerMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">124,631</ix:nonFraction></span>, owed to Mr. Arcaini and the Company continued to pay him in semi-monthly installments for 30 months
thereafter, as contemplated in Mr. Arcaini&#8217;s Separation Agreement. The remaining balance included in accrued expenses in the accompanying
unaudited consolidated balance sheet is zero as of September 30, 2023. <b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:StockholdersEquityNoteDisclosureTextBlock"><p id="xdx_80F_eus-gaap--StockholdersEquityNoteDisclosureTextBlock_zpGQfrtCBca5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 5 &#8211; <span id="xdx_82C_zmGWp5EQdMXf">STOCKHOLDERS&#8217; EQUITY</span></b>&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Series B Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following summary of certain terms and provisions
of our Series B Convertible Preferred Stock (the &#8220;Series B Convertible Preferred Stock&#8221;) is subject to, and qualified in its
entirety by reference to, the terms and provisions set forth in our certificate of designation of preferences, rights and limitations
of Series B Convertible Preferred Stock (the &#8220;Series B Convertible Preferred Certificate of Designation&#8221;) as previously filed.
Subject to the limitations prescribed by our articles of incorporation, our board of directors is authorized to establish the number of
shares constituting each series of preferred stock and to fix the designations, powers, preferences, and rights of the shares of each
of those series and the qualifications, limitations and restrictions of each of those series, all without any further vote or action by
our stockholders. Our board of directors designated <span id="xdx_90C_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zq3GNlNK1Ukg" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">15,000</ix:nonFraction></span> of the <span id="xdx_906_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930_zunZABqnACvj" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">10,000,000</ix:nonFraction></span> authorized shares of preferred stock as Series B Convertible
Preferred Stock with a stated value of $<span id="xdx_90C_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIkdRBdskLO5" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span> per share. The shares of Series B Convertible Preferred Stock were validly issued, fully
paid and non-assessable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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    <div id="xdx_235_zHI35tExQu1l" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
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<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each share of Series B Convertible
Preferred Stock was convertible at any time at the holder&#8217;s option into a number of shares of common stock equal to $<span id="xdx_90B_eus-gaap--ConversionOfStockAmountConverted1_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zZnd9CiAsLPb" title="Conversion of stock, value"><ix:nonFraction name="us-gaap:ConversionOfStockAmountConverted1" contextRef="From2023-01-012023-09-30_custom_SeriesBConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1,000</ix:nonFraction></span>
divided by the conversion price of $<span id="xdx_908_eus-gaap--DebtInstrumentConvertibleConversionPrice1_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zW0wMbVR5EEh" title="Conversion price"><ix:nonFraction name="us-gaap:DebtInstrumentConvertibleConversionPrice1" contextRef="AsOf2023-09-30_custom_SeriesBConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">7.00</ix:nonFraction></span>
per share. Notwithstanding the foregoing, we shall not effect any conversion of Series B Convertible Preferred Stock, with certain
exceptions, to the extent that, after giving effect to an attempted conversion, the holder of shares of Series B Convertible
Preferred Stock (together with such holder&#8217;s affiliates, and any persons acting as a group together with such holder or any of
such holder&#8217;s affiliates) would beneficially own a number of shares of our common stock in excess of 4.99% (or, at the
election of the purchaser, 9.99%) of the shares of our common stock then outstanding after giving effect to such exercise. The
Series B Convertible Preferred Certificate of Designation does not prohibit the Company from waiving this limitation. Upon any
liquidation, dissolution or winding-up of Company, whether voluntary or involuntary (a &#8220;Liquidation&#8221;), the holders shall
be entitled to participate on an as-converted-to-common stock basis (without giving effect to the Beneficial Ownership Limitation)
with holders of the common stock in any distribution of assets of the Company to the holders of the common stock. As of September
30, 2023 and December 31, 2022, respectively, there are zero <span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zxDirK06Rje6" title="Preferred stock, shares issued"><span id="xdx_907_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zdbew4wSCSFc" title="Preferred stock, shares outstanding" style="display: none"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> and zero <span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zboqmiB6OAih" title="Preferred stock, shares issued"><span id="xdx_90E_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zoCrUEnybuda" title="Preferred stock, shares outstanding" style="display: none"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> shares of Series B Convertible Preferred Stock issued and
outstanding.&#160;</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Series C Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s Board of Directors designated
<span id="xdx_901_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z46F4dfCqQfh" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></span> shares as the Series C Convertible Preferred Stock (the &#8220;Series C Convertible Preferred Stock&#8221;). Each share of the Series
C Convertible Preferred Stock has a stated value of $<span id="xdx_900_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zrUFYqW1doh3" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span>. The holders of the Series C Convertible Preferred Stock, the holders of the
common stock and the holders of any other class or series of shares entitled to vote with the common stock shall vote together as one
class on all matters submitted to a vote of shareholders of the Company. <span id="xdx_902_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember" title="Preferred stock voting rights"><ix:nonNumeric contextRef="From2023-01-012023-09-30_custom_ConvertibleSeriesCPreferredStockMember" name="us-gaap:PreferredStockVotingRights">Each share of Series C Convertible Preferred Stock has 172 votes</ix:nonNumeric></span>
(subject to adjustment); provided that in no event may a holder of Series C Convertible Preferred Stock be entitled to vote a number of
shares in excess of such holder&#8217;s Beneficial Ownership Limitation (as defined in the Certificate of Designation and as described
below). Each share of Series C Convertible Preferred Stock is convertible, at any time and from time to time, at the option of the holder,
into that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined by dividing the stated value of
such share ($1,000) by the conversion price, which is $<span id="xdx_90D_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zriB3kONwOe1" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.50</ix:nonFraction></span> (subject to adjustment). The Company shall not effect any conversion of the
Series C Convertible Preferred Stock, and a holder shall not have the right to convert any portion of the Series C Convertible Preferred
Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together with such holder&#8217;s Attribution
Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%)
of the number of shares of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable
upon such conversion (the &#8220;Beneficial Ownership Limitation&#8221;). All holders of the Series C Preferred Stock elected the 19.99%
Beneficial Ownership Limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On February 26, 2021, the Company entered into a Securities
Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with certain existing investors in the Company (the &#8220;Purchasers&#8221;).
Pursuant to the Purchase Agreement, the Purchasers purchased 4,500 shares of a newly authorized Series C Convertible Preferred Stock,
and the Company received proceeds of $<span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20210225__20210226__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_zpUGB2KSfjrb" title="Proceeds from convertible preferred stock"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock" contextRef="From2021-02-252021-02-26_custom_PurchaseAgreementMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,500,000</ix:nonFraction></span>. The Purchase Agreement contains customary representations, warranties, agreements and
indemnification rights and obligations of the parties. In January 2022, the 2,500 outstanding shares of Series C Convertible Preferred
Stock were converted into <span id="xdx_90D_ecustom--SeriesCPreferredConvertedToCommonStockShares_c20220101__20220131__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zAwP4VIyxA4l" title="Series C preferred converted to common stock, shares"><ix:nonFraction name="duot:SeriesCPreferredConvertedToCommonStockShares" contextRef="From2022-01-012022-01-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">454,546</ix:nonFraction></span> shares of common stock. As of September 30, 2023 and December 31, 2022, respectively, there were zero
<span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zdKo1gpNRle7" title="Preferred stock, shares issued"><span id="xdx_902_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zK0bufL7XT65" title="Preferred stock, shares outstanding" style="display: none"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> and zero <span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zmXs8pk1GyT9" title="Preferred stock, shares issued"><span id="xdx_903_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zu8jbzkQQ9we" title="Preferred stock, shares outstanding" style="display: none"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> shares of Series C Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Purchase Agreement, the Company
also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights Agreement, the Company filed
with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series
C Convertible Preferred Stock were convertible. The Registration Rights Agreement contains customary representations, warranties, agreements
and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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    <div id="xdx_233_zI8tUabwP0tj" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Series D Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 28, 2022, the Company amended its articles
of incorporation to designate <span id="xdx_909_eus-gaap--PreferredStockSharesAuthorized_iI_c20220928__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zbLb4tncO1c8" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-09-28_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></span> shares as the Series D Convertible Preferred Stock (the &#8220;Series D Convertible Preferred Stock&#8221;).
Each share of the Series D Convertible Preferred Stock has a stated value of $<span id="xdx_90E_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20220928__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_z9R4EtiR2AX2" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-09-28_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span>. The holders of the Series D Convertible Preferred
Stock, the holders of the common stock and the holders of any other class or series of shares entitled to vote with the common stock shall
vote together as one class on all matters submitted to a vote of shareholders of the Company. <span id="xdx_901_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember" title="Preferred stock voting rights"><ix:nonNumeric contextRef="From2023-01-012023-09-30_custom_ConvertibleSeriesDPreferredStockMember" name="us-gaap:PreferredStockVotingRights">Each share of Series D Convertible Preferred
Stock has 333 votes</ix:nonNumeric></span> (subject to standard anti-dilution adjustment); provided that in no event may a holder of Series D Convertible Preferred
Stock be entitled to vote a number of shares in excess of such holder&#8217;s Beneficial Ownership Limitation (as defined in the Certificate
of Designation and as described below). Each share of Series D Convertible Preferred Stock is convertible, at any time and from time to
time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined
by dividing the stated value of such share ($1,000) by the conversion price, which is $<span id="xdx_90A_eus-gaap--PreferredStockConvertibleConversionPrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zfxwDfoCVZnf" title="Conversion price"><ix:nonFraction name="us-gaap:PreferredStockConvertibleConversionPrice" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">3.00</ix:nonFraction></span> (subject to adjustment). The Company shall
not effect any conversion of the Series D Convertible Preferred Stock, and a holder shall not have the right to convert any portion of
the Series D Convertible Preferred Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together
with such holder&#8217;s Attribution Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or
upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately after giving effect to the issuance
of shares of common stock issuable upon such conversion (the &#8220;Beneficial Ownership Limitation&#8221;). All holders of the Series
D Preferred Stock elected the 19.99% Beneficial Ownership Limitation. The Company shall reserve and keep available out of its authorized
and unissued Common Stock, solely for the issuance upon the conversion of the Series D Convertible Preferred Stock, such a number of shares
of Common Stock as shall from time to time be issuable upon the conversion of all of the shares of the Series D Convertible Preferred
Stock then outstanding. Additionally, the Series D Convertible Preferred Stock does not have the right to dividends and in the event of
an involuntary liquidation, the Series D shares shall be treated as a pro rata equivalent of common stock outstanding at the date of the
liquidation event and have no liquidation preference.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 30, 2022, the Company entered into a
Securities Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with certain existing investors in the Company (the &#8220;Purchasers&#8221;).
Pursuant to the Purchase Agreement, the Purchasers purchased <span id="xdx_908_eus-gaap--PreferredStockSharesIssued_c20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_pdd" title="Preferred stock, shares issued"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-09-30_custom_SeriesDConvertiblePreferredStockMember_custom_PurchaseAgreementMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">999</ix:nonFraction></span> shares of the newly authorized Series D Convertible Preferred Stock,
and the Company received proceeds of $<span id="xdx_906_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20220901__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_z1FSlam1RLsa" title="Proceeds from convertible preferred stock"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock" contextRef="From2022-09-012022-09-30_custom_SeriesDConvertiblePreferredStockMember_custom_PurchaseAgreementMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">999,000</ix:nonFraction></span>. The Purchase Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On October 29, 2022, the Company entered into a Securities
Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with a certain existing investor in the Company (the &#8220;Purchaser&#8221;).
Pursuant to the Purchase Agreement, the Purchaser purchased <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20221029__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__us-gaap--PrivatePlacementMember_zp3By7tL6uG9" title="Preferred stock, shares issued"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-10-29_custom_SeriesDConvertiblePreferredStockMember_us-gaap_PrivatePlacementMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">300</ix:nonFraction></span> shares of the newly authorized Series D Convertible Preferred Stock, and
the Company received proceeds of $<span id="xdx_909_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20221028__20221029__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__us-gaap--PrivatePlacementMember_zrNC3eTI1vVj" title="Proceeds from convertible preferred stock"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock" contextRef="From2022-10-282022-10-29_custom_SeriesDConvertiblePreferredStockMember_us-gaap_PrivatePlacementMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">300,000</ix:nonFraction></span>. The Purchase Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with such Purchase Agreements, the
Company also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights Agreement, the
Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which
the shares of Series D Convertible Preferred Stock are convertible. The Registration Rights Agreement contains customary
representations, warranties, agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023 and December 31, 2022, respectively,
there were <span id="xdx_90D_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zUEZIFM2bOZd" title="Preferred stock, shares issued"><span id="xdx_904_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zwCyBPnzzLwh" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,299</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zsbWBCvGxdX1" title="Preferred stock, shares issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_znt6hzbgyh5g" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesDPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,299</ix:nonFraction></ix:nonFraction></span></span> shares of Series D Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Series E Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s Board of Directors has designated
<span id="xdx_901_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zS5XE2U8WPoc"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">30,000</ix:nonFraction>
</span>shares as the Series E Convertible Preferred Stock (the &#8220;Series E Convertible Preferred Stock&#8221;). Each share of the
Series E Convertible Preferred Stock has a stated value of $<span id="xdx_90D_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zExJWdyZ6pH7"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span>.
The holders of the Series E Convertible Preferred Stock, the holders of the common stock and the holders of any other class or series
of shares entitled to vote with the common stock shall vote as one class on all matters submitted to a vote of shareholders of the Company.
<span id="xdx_900_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember"><ix:nonNumeric contextRef="From2023-01-012023-09-30_custom_ConvertibleSeriesEPreferredStockMember" name="us-gaap:PreferredStockVotingRights">Each
share of Series E Preferred Stock has 333 votes</ix:nonNumeric></span> (subject to adjustment); provided that in no event may a holder of Series E Preferred
Stock be entitled to vote a number of shares in excess of such holder&#8217;s Beneficial Ownership Limitation. Each share of Series E
Convertible Preferred Stock is convertible, subject to shareholder approval (which has not yet been granted);
at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial
Ownership Limitation) determined by dividing the stated value of such share ($1,000) by the conversion price, which is $3.00 (subject
to adjustment). The Company shall not effect any conversion of the Series E Convertible Preferred Stock,
and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent that after
giving effect to the conversion sought by the holder such holder (together with such holder&#8217;s Attribution Parties (as defined in
the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares
of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable upon such conversion (the
&#8220;Beneficial Ownership Limitation&#8221;). All holders of the Series E Convertible Preferred Stock elected the 19.99% Beneficial
Ownership Limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_23E_z5tob1nNTQ65" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

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    <!-- Field: /Page --></ix:exclude>

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<ix:exclude><p id="xdx_239_zeUzM6XyMpG1" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23D_z5TUUZ86FWJ2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p></ix:exclude>

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<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company on March 27, 2023 entered into a
Securities Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with an existing investor in the Company (the &#8220;Purchaser&#8221;).
Pursuant to the Purchase Agreement, the Purchaser purchased <span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20230327__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_z3qeyX6skUH" title="Preferred stock, shares issued"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-03-27_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></span> shares of a newly authorized Series E Convertible Preferred Stock at
a price of $<span id="xdx_908_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230327__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_z2J72dcxAG14" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-03-27_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span> per share, and the Company received proceeds of $<span id="xdx_908_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20230326__20230327__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_ze51ELvU38nb" title="Proceeds from convertible preferred stock"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock" contextRef="From2023-03-262023-03-27_custom_SeriesEConvertiblePreferredStockMember_custom_PurchaseAgreementMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,000,000</ix:nonFraction></span>. The Purchase Agreement contains customary representations,
warranties, agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The existing investor&#8217;s Purchase Agreement
also provides that the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in
the Purchase Agreement) on or prior to December 31, 2023 that entitles any person to acquire shares of common stock at an effective price
per share less than the then conversion price of the Series E Convertible Preferred Stock without the consent of the Purchaser.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023 and December 31, 2022, respectively,
there were <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zfVYsWLt1HFi" title="Preferred stock, shares issued"><span id="xdx_904_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zHrQfxnE0H1" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">4,000</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_907_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zQkJcglJPTo2" title="Preferred stock, shares issued"><span id="xdx_908_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zPYZrTWeBXOj" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> shares of Series E Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Series E Convertible Preferred
Stock issuance, the Company accrued estimated costs and charged additional paid-in capital of $<span id="xdx_909_eus-gaap--AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_c20230101__20230331__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zOtH5IkyCmo" title="Additional paid-in capital"><ix:nonFraction name="us-gaap:AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" contextRef="From2023-01-012023-03-31_custom_ConvertibleSeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">299,145</ix:nonFraction></span> during the quarter ended March
31, 2023. The actual costs were only $<span id="xdx_907_ecustom--ActualCosts_pp0p0_c20230701__20230930_zOFjXfiPIhUc" title="Actual costs"><ix:nonFraction name="duot:ActualCosts" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,645</ix:nonFraction></span>, hence the excess of $<span id="xdx_906_eus-gaap--InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess_pp0p0_c20230701__20230930_zUGbYbng0E2b" title="Excess cost"><ix:nonFraction name="us-gaap:InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">281,500</ix:nonFraction></span> was reversed during the quarter ended June 30, 2023.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Series F Convertible Preferred Stock</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On August 2, 2023, the Company entered into a Securities Purchase
Agreement (the &#8220;Purchase Agreement&#8221;) with an existing, accredited investor in the Company (the &#8220;Purchaser&#8221;). Pursuant
to the Purchase Agreement, the Purchaser purchased <span id="xdx_901_ecustom--SeriesFPreferredConvertiblePreferredStockShares_c20230730__20230802_zxTb6Upw7acl" title="Series F preferred convertible preferred stock, Shares"><ix:nonFraction name="duot:SeriesFPreferredConvertiblePreferredStockShares" contextRef="From2023-07-302023-08-02" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></span> shares of a newly authorized Series F Convertible Preferred Stock (the &#8220;Series
F Convertible Preferred Stock&#8221;), and the Company received proceeds of $<span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_c20230730__20230802_ztqnpjcFEj25" title="Proceeds from convertible preferred stock"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock" contextRef="From2023-07-302023-08-02" format="ixt:numdotdecimal" decimals="0" unitRef="USD">5,000,000</ix:nonFraction></span>. The Purchase Agreement contains customary representations,
warranties, agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
Company's Board of Directors designated <span id="xdx_906_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zKmfDqdKHznl" title="Preferred stock, shares authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></span> shares as the Series F Preferred Stock. Each share of Series F Preferred Stock is convertible,
at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the beneficial
ownership limitation described below) determined by dividing the stated value of such share ($<span id="xdx_907_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zrh3XLc0k07l" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span>) by the conversion price, which is
$<span id="xdx_908_eus-gaap--PreferredStockConvertibleConversionPrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zYtEmz1BkOS4" title="Conversion price"><ix:nonFraction name="us-gaap:PreferredStockConvertibleConversionPrice" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.20</ix:nonFraction></span> (subject to adjustment). The Company, however, shall not effect any conversion of the Series F Preferred Stock, and the holder shall
not have the right to convert any portion of the Series F Preferred Stock, to the extent that after giving effect to the conversion sought
by the holder such holder (together with such holder&#8217;s Attribution Parties (as defined in the Certificate of Designation)) would
beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately
after giving effect to the issuance of shares of common stock issuable upon such conversion. The purchasers of the Series F Preferred
Stock have elected that their ownership limitation will be 19.99%.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
holders of the Series F Preferred Stock, the holders of the common stock and the holders of any other class or series of shares entitled
to vote with the common stock shall vote together as one class on all matters submitted to a vote of shareholders of the Company. <span id="xdx_901_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zYUTVei4u55h" title="Preferred stock voting rights"><ix:nonNumeric contextRef="From2023-01-012023-09-30_custom_ConvertibleSeriesFPreferredStockMember" name="us-gaap:PreferredStockVotingRights">Each
share of Series F Preferred Stock has 161 votes</ix:nonNumeric></span> (subject to adjustment); provided that in no event may a holder of Series F Preferred
Stock be entitled to vote a number of shares in excess of such holder&#8217;s ownership limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
Company also agreed that it will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the
Purchase Agreement relating to the Series F Preferred Stock) on or prior to December 31, 2023 that entitles any person to acquire shares
of common stock at an effective price per share less than the then conversion price of the Series F Preferred Stock without the consent
of the holders.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify">In connection with the Purchase
Agreement, the Company also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights
Agreement, the Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common
stock into which the shares of Series C Convertible Preferred Stock were convertible. Subject to certain conditions, the Company
must cause the registration statement to be declared effective by 90 days after closing (or in the event of a full review by the
SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
Registration Rights Agreement contains provisions for liquidated damages equal to 1% multiplied by the aggregate subscription amount
paid, paid each month, in the event certain deadlines are missed.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023 and December 31, 2022, respectively,
there were <span id="xdx_904_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_z03gBfnGcKmc" title="Preferred stock, shares issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zq7M1HIymSR7" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2023-09-30_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_907_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_ztMcA2l0yhD6" title="Preferred stock, shares issued"><span id="xdx_906_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zATsSkXlJ3I8" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-12-31_custom_ConvertibleSeriesFPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> shares of Series F Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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    <div id="xdx_232_zqfXAZkILcd6" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Common stock issued</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Nine Months Ended September 30, 2022</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On January 11, 2022, shareholders converted <span id="xdx_907_ecustom--ConversionOfStockSharesIssued_c20220110__20220111_zjBEyrZvhGvg" title="Conversion of shares"><ix:nonFraction name="duot:ConversionOfStockSharesIssued" contextRef="From2022-01-102022-01-11" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">710</ix:nonFraction></span>&#160;and
<span id="xdx_909_ecustom--ConversionOfStockSharesIssued_c20220110__20220111__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z4cgULzexsbc" title="Conversion of shares"><ix:nonFraction name="duot:ConversionOfStockSharesIssued" contextRef="From2022-01-102022-01-11_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,790</ix:nonFraction></span> shares of Series C Convertible Preferred Stock collectively with a stated value of $2.5 million owned by two entities related to
each other with a conversion price of $<span id="xdx_903_eus-gaap--CommonStockConvertibleConversionPriceIncrease_c20220110__20220111_z6MKL7Ru0Af6" title="Conversion price"><ix:nonFraction name="us-gaap:CommonStockConvertibleConversionPriceIncrease" contextRef="From2022-01-102022-01-11" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.50</ix:nonFraction></span> per common share resulting in the issuance of 129,091 and 325,455 shares of the Company&#8217;s
common stock.</p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On February 3, 2022, the Company closed an offering
of <span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220202__20220203_zIzr3vNygFCf" title="Number of shares issued, shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesNewIssues" contextRef="From2022-02-022022-02-03" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,325,000</ix:nonFraction></span> shares of common stock in the amount of $<span id="xdx_902_eus-gaap--StockIssuedDuringPeriodValueNewIssues_pp0p0_c20220202__20220203_zgNsqTYTjntg" title="Number of shares issued, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueNewIssues" contextRef="From2022-02-022022-02-03" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">5,300,000</ix:nonFraction></span> or $<span id="xdx_902_eus-gaap--SharePrice_iI_c20220203_zJVyqH69hhm" title="Purchase price per share"><ix:nonFraction name="us-gaap:SharePrice" contextRef="AsOf2022-02-03" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">4</ix:nonFraction></span> per share before certain underwriting fees and offering expenses
with net proceeds of $<span id="xdx_903_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_pp0p0_c20220202__20220203_z3IdpPHkEy6g" title="Proceeds from offering cost"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceInitialPublicOffering" contextRef="From2022-02-022022-02-03" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,779,000</ix:nonFraction></span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On February 21, 2022, the Company closed on an &#8220;over-allotment&#8221;
offering of <span id="xdx_903_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220220__20220221_zQU9IwdRNH11" title="Number of shares issued, shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesNewIssues" contextRef="From2022-02-202022-02-21" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">198,750</ix:nonFraction></span> shares of common stock in the amount of $<span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueNewIssues_pp0p0_c20220220__20220221_z0NSRRONuLGl" title="Number of shares issued, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueNewIssues" contextRef="From2022-02-202022-02-21" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">795,000</ix:nonFraction></span> or $<span id="xdx_90E_eus-gaap--SharePrice_iI_c20220221_zzbEb86ssbj2" title="Purchase price per share"><ix:nonFraction name="us-gaap:SharePrice" contextRef="AsOf2022-02-21" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">4</ix:nonFraction></span> per share before certain underwriting fees and offering expenses
with net proceeds of $<span id="xdx_90F_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_pp0p0_c20220220__20220221_zPZfh8flDsl9" title="Proceeds from offering cost"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceInitialPublicOffering" contextRef="From2022-02-202022-02-21" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">739,350</ix:nonFraction></span>. Both this and the previous offering were &#8220;takedowns&#8221; from a previously filed &#8220;shelf&#8221;
registration statement for the offer of up to $<span id="xdx_90E_eus-gaap--CommonStockIssuedEmployeeTrustDeferred_iI_pp0p0_c20220221_z1RDqKVgDwQ3" title="Aggregate common stock"><ix:nonFraction name="us-gaap:CommonStockIssuedEmployeeTrustDeferred" contextRef="AsOf2022-02-21" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">50,000,000</ix:nonFraction></span> in the aggregate of common stock, Preferred Stock, Debt Securities, Warrants,
Rights or Units from time to time in one or more offerings.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On March 31, 2022, the Company issued <span id="xdx_905_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220101__20220331__srt--TitleOfIndividualAxis__srt--DirectorMember_zn0UOZWh9Udg" title="Stock issued for services , shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2022-01-012022-03-31_srt_DirectorMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">7,198</ix:nonFraction></span> shares
of common stock for payment of board fees to four directors in the amount of $<span id="xdx_905_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20220101__20220331__srt--TitleOfIndividualAxis__srt--DirectorMember_zAhn60EAJE06" title="Stock issued for services, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31_srt_DirectorMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">40,000</ix:nonFraction></span> for services to the board which was expensed during
the three months ended March 31, 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On June 30, 2022, the Company issued <span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220401__20220630__srt--TitleOfIndividualAxis__srt--DirectorMember_z1sQPd2JMSL7" title="Stock issued for services , shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2022-04-012022-06-30_srt_DirectorMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">10,668</ix:nonFraction></span>
shares of common stock for payment of board fees to four directors in the amount of $<span id="xdx_901_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20220401__20220630__srt--TitleOfIndividualAxis__srt--DirectorMember_zhhE0wxzo9v7" title="Stock issued for services, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30_srt_DirectorMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">40,000</ix:nonFraction></span>
for services to the board which was expensed during the three months ended June 30, 2022.</p>

<p style="font: 9pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On August 25, 2022, <span id="xdx_903_ecustom--ConvertedToCommonStockShares_c20220824__20220825_zrtnG6JiSAGa" title="Converted to common stock shares"><ix:nonFraction name="duot:ConvertedToCommonStockShares" contextRef="From2022-08-242022-08-25" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">121,572</ix:nonFraction></span> common shares were issued
upon conversion of <span id="xdx_90D_ecustom--ConvertedToCommonStockShares_c20220824__20220825__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIkBi2kSlLY5" title="Converted to common stock shares"><ix:nonFraction name="duot:ConvertedToCommonStockShares" contextRef="From2022-08-242022-08-25_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">851</ix:nonFraction></span> shares of Series B Preferred Stock.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 30, 2022, the Company issued <span id="xdx_909_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220701__20220930__srt--TitleOfIndividualAxis__srt--DirectorMember_zDydWxZfbhqh" title="Stock issued for services , shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2022-07-012022-09-30_srt_DirectorMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">9,758</ix:nonFraction></span> shares
of common stock for payment of board fees to four directors in the amount of $<span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220701__20220930__srt--TitleOfIndividualAxis__srt--DirectorMember_zqDMxolCDH8g" title="Stock issued for services , value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-07-012022-09-30_srt_DirectorMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">40,000</ix:nonFraction></span> for services to the board which was expensed during
the three months ended September 30, 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 30, 2022, the Company closed an offering
of <span id="xdx_905_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220101__20220930_ztdGEPuTdHcl" title="Number of shares issued, shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesNewIssues" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">818,335</ix:nonFraction></span> shares of common stock in the amount of $<span id="xdx_903_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220101__20220930_zCinjAeZ0dli" title="Number of shares issued, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueNewIssues" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2,455,003</ix:nonFraction></span> or $<span id="xdx_908_eus-gaap--SharePrice_iI_c20220930_zeMLwEqVdww5" title="Purchase price per share"><ix:nonFraction name="us-gaap:SharePrice" contextRef="AsOf2022-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">3</ix:nonFraction></span> per share before certain placement agent fees and offering expenses
with net proceeds of $<span id="xdx_909_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220101__20220930_zoLUZnHrV0xc" title="Proceeds from offering cost"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceInitialPublicOffering" contextRef="From2022-01-012022-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2,194,187</ix:nonFraction></span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Nine Months Ended September 30, 2023</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> On March 31, 2023, the Company issued <span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230101__20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zays830w8lVh" title="Stock issued for services , shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2023-01-012023-03-31_custom_ThreeDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">12,463</ix:nonFraction></span>
shares of common stock for payment of board fees to three directors for a value of $<span id="xdx_905_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230101__20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_ztBYp9UrRQri" title="Stock issued for services, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-01-012023-03-31_custom_ThreeDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">32,500</ix:nonFraction></span>
for services to the board which was expensed during the three months ended March 31, 2023. The value of the shares is based on the
March 31, 2023 grant date quoted trading price of $<span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z7wMWigdxUxd" title="Weighted average price per share"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased" contextRef="AsOf2023-03-31_custom_ThreeDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">2.61</ix:nonFraction></span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> On June 30, 2023, the Company
issued <span id="xdx_909_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230401__20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zJADfM4HB6Ni" title="Stock issued for services , shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2023-04-012023-06-30_custom_ThreeDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,645</ix:nonFraction></span> shares of common stock for payment of board fees to three directors for a value of $<span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230401__20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zLYzt7oym2Sh" title="Stock issued for services, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-04-012023-06-30_custom_ThreeDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">32,500</ix:nonFraction></span> for services to the board which
was expensed during the three months ended June 30, 2023. The value of the shares is based on the June 30, 2023 grant date quoted trading
price of $<span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zs2m2OVH2f05" title="Weighted average price per share"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased" contextRef="AsOf2023-06-30_custom_ThreeDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.76</ix:nonFraction></span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On June 30, 2023, the Company issued <span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230629__20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zrOeKlcEriq4" title="Stock issued for services , shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2023-06-292023-06-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">65,561</ix:nonFraction></span> shares
of common stock to employees participating in the Company&#8217;s Employee Stock Purchase Plan at the end of a six-month offering period.
The employee contributions totaled $<span id="xdx_90D_eus-gaap--EmployeeStockOwnershipPlanESOPCashContributionsToESOP_pp0p0_c20230629__20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLfsUTNj1yCf" title="Total employee participation amount"><ix:nonFraction name="us-gaap:EmployeeStockOwnershipPlanESOPCashContributionsToESOP" contextRef="From2023-06-292023-06-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">117,048</ix:nonFraction></span> for the six months ended June 30, 2023 and represented a purchase price of $<span id="xdx_902_eus-gaap--SharePrice_iI_c20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zMAizoTlfIWg" title="Purchase price per share"><ix:nonFraction name="us-gaap:SharePrice" contextRef="AsOf2023-06-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1.79</ix:nonFraction></span> per share.
The purchase price for one share of Common Stock under the ESPP is equal to 85% of the fair market value of one share of Common Stock
on the first trading day of the offering period or the purchase date, whichever is lower (see below).&#160;For the three months ended
September 30, 2023, the Company has an accrued liability of $<span id="xdx_90F_eus-gaap--AccruedLiabilitiesAndOtherLiabilities_iI_c20230930_zNQeEVQCdhRe" title="Accrued liability"><ix:nonFraction name="us-gaap:AccruedLiabilitiesAndOtherLiabilities" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">72,801</ix:nonFraction></span> of employee contributions for the ESPP which may convert to shares
of common stock upon the close of the offering period open from July 1, 2023 to December 31, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">
The Company issued <span id="xdx_904_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230701__20230930__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zk6BHH8nmVhg" title="Stock issued for services , shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesIssuedForServices" contextRef="From2023-07-012023-09-30_custom_FourDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">7,910</ix:nonFraction></span> shares of common stock for payment of board fees to four directors for a value of $<span id="xdx_902_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230701__20230930__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zqrmZWLtzFGc" title="Stock issued for services, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2023-07-012023-09-30_custom_FourDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">40,565</ix:nonFraction></span> for services to the
board which was expensed during the three months ended September 30, 2023. The value of the shares is based on the September 29, 2023
grant date quoted trading price of $<span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230929__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z3uIyfAwIL3g" title="Weighted average price per share"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased" contextRef="AsOf2023-09-29_custom_FourDirectorsMember_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.13</ix:nonFraction></span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_23D_zqj606p3XsSc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p></ix:exclude>

<ix:exclude><!-- Field: Page; Sequence: 22 -->
    <div id="xdx_237_zBxAKG6VoiKf" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 20; Name: PageNo -->20<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_23B_zw12rlkga2D" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>

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<ix:exclude><p id="xdx_23D_zejXjELdsy6k" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23B_z9alZZHdAjEi" style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p></ix:exclude>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Employee Stock Purchase Plan</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In the fourth quarter of 2022, the board of directors
adopted an Employee Stock Purchase Plan (&#8220;ESPP&#8221;) which, was effective as of January 1, 2023 with a term of 10 years. The
ESPP allows eligible employees to purchase shares of the Company's common stock at a discounted price, through payroll deductions from
a minimum of 1% and up to 25% of their eligible compensation up to a maximum of $<span id="xdx_909_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20221001__20221231_zlCbSmmMBtFg" title="Employee compensation"><ix:nonFraction name="us-gaap:AllocatedShareBasedCompensationExpense" contextRef="From2022-10-012022-12-31" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">25,000</ix:nonFraction></span> or the IRS allowable limit per calendar year.
The Company&#8217;s Chief Financial Officer administers the ESPP in conjunction with approvals from the Company&#8217;s Compensation
Committee, including with respect to the frequency and duration of offering periods, the maximum number of shares that an eligible employee
may purchase during an offering period, and, subject to certain limitations set forth in the ESPP, the per-share purchase price. Currently,
the maximum number of shares that can be purchased by an eligible employee under the ESPP is 10,000 shares per offering period and there
are two six-month offering periods that begin in the first and third quarters of each fiscal year. The purchase price for one share of
Common Stock under the ESPP is currently equal to <span id="xdx_90D_ecustom--FairMarketValuePercentage_dp_c20221001__20221231_zCbdmScjtKti" title="Fair market value percentage"><ix:nonFraction name="duot:FairMarketValuePercentage" contextRef="From2022-10-012022-12-31" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">85</ix:nonFraction></span>% of the fair market value of one share of Common Stock on the first trading day
of the offering period or the purchase date, whichever is lower (look-back feature). Although not required by the ESPP, all payroll deductions
received or held by the Company under the ESPP are segregated and deemed as &#8220;restricted cash&#8221; until the completion of the
offering period and redemption of the applicable shares and those withheld amounts are recorded as liabilities. The ESPP employee contribution
for the three months ended September 30, 2023 is 2% of total cash and is not deemed material, therefore it is not presented separately
on the Balance Sheet as &#8220;restricted cash&#8221;. The maximum aggregate number of shares of the Common Stock that may be issued
under the ESPP is <span id="xdx_90A_eus-gaap--SharesIssued_iI_c20221231_zuxZLKk7G38d" title="Common stock issued"><ix:nonFraction name="us-gaap:SharesIssued" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,000,000</ix:nonFraction></span> shares.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Under ASC 718-50 &#8220;Employee Share Purchase Plans&#8221;
the plan is considered a compensatory plan and the compensation for each six-month offering period is computed based upon the grant date
fair value of the estimated shares to be purchased based on the estimated payroll deduction withholdings. The grant date fair value was
computed as the sum of (a) <span id="xdx_909_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_z0TAJt7uG4Gf" title="Purchase discount, percentage"><ix:nonFraction name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent" contextRef="From2023-01-012023-09-30_us-gaap_CommonStockMember_custom_EmployeeStockPurchasePlanMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">15</ix:nonFraction></span>% purchase discount off of the grant date quoted trading price of the Company&#8217;s common stock and (b)
the fair value of the look-back feature of the Company&#8217;s common stock on the grant date which consists of a call option on <span id="xdx_90A_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--OptionIndexedToIssuersEquityTypeAxis__us-gaap--CallOptionMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_zVevHryBQnxf" title="Purchase discount, percentage"><ix:nonFraction name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent" contextRef="From2023-01-012023-09-30_us-gaap_CallOptionMember_custom_EmployeeStockPurchasePlanMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">85</ix:nonFraction></span>% of
a share of common stock and a put option on <span id="xdx_900_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--OptionIndexedToIssuersEquityTypeAxis__us-gaap--PutOptionMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_zYLKue3yBX82" title="Purchase discount, percentage"><ix:nonFraction name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent" contextRef="From2023-01-012023-09-30_us-gaap_PutOptionMember_custom_EmployeeStockPurchasePlanMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">15</ix:nonFraction></span>% of a share of common stock.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of the three months ended September 30, 2023, the
Company has an accrued liability of $<span id="xdx_90F_eus-gaap--AccruedLiabilitiesAndOtherLiabilities_iI_c20230930_z125cce7AXwf" title="Accrued liability"><ix:nonFraction name="us-gaap:AccruedLiabilitiesAndOtherLiabilities" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">72,801</ix:nonFraction></span> of employee contributions for the ESPP which may convert to shares of common stock upon the
close of the offering period open from July 1, 2023 to December 31, 2023. The liability is offset by restricted cash held by the Company
in the same amount for employee contributions which the Company expects to convert to common stock upon closure of the offering period
at December 31, 2023. Additionally, the Company recorded a stock-based expense  associated with the ESPP for the three and nine
months ended September 30, 2023 of $<span id="xdx_904_eus-gaap--AllocatedShareBasedCompensationExpense_c20230701__20230930_zd2vMqCIcni3" title="Stock-based compensation expense"><ix:nonFraction name="us-gaap:AllocatedShareBasedCompensationExpense" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">32,728</ix:nonFraction></span> and $<span id="xdx_90F_eus-gaap--AllocatedShareBasedCompensationExpense_c20230101__20230930_zbzNiXFRzHAi" title="Stock-based compensation expense"><ix:nonFraction name="us-gaap:AllocatedShareBasedCompensationExpense" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">98,945</ix:nonFraction></span>, respectively.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_231_zfTu2DmpMClf" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 23 -->
    <div id="xdx_23B_zTgRtzpoQLDk" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 21; Name: PageNo -->21<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_235_z0dXmgr9HzPk" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_236_zBbn3vyyIP77" style="font: 4pt Times New Roman, Times, Serif; margin: 0 0 8pt">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23E_zPjTgMTnYBY1" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_233_z2XphEVLHrad" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company computed the fair value of the look-back
feature call and put options for January 1, 2023 to September 30, 2023 using a Black Scholes option pricing model using the following
assumptions:</p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_898_eus-gaap--FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_zYMU81lsmUL9" summary="xdx: Disclosure - STOCKHOLDERS&apos; EQUITY (Details - Schedule of black sholes option pricing model)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8BB_zF2E3IoaHYn4" style="display: none">Schedule of black scholes option pricing model</span></td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td><td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td>
    <td colspan="2" style="border-bottom: Black 1pt solid; text-align: center"><p style="margin-top: 0; margin-bottom: 0"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>At</b></span></p>
                                                                               <p style="margin-top: 0; margin-bottom: 0"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>September 30, 2023</b></span></p></td><td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 77%; text-align: justify">Grant date share price</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 20%; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$<span id="xdx_908_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zFZfzVqebYfe" title="Grant date share price"><ix:nonFraction name="duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice" contextRef="From2023-01-012023-09-30_srt_MinimumMember_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">2.10</ix:nonFraction></span> - $<span id="xdx_90F_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z9nuuJLJgQUd" title="Grant date share price"><ix:nonFraction name="duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice" contextRef="From2023-01-012023-09-30_srt_MaximumMember_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.13</ix:nonFraction></span></span></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Grant date exercise price</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$<span id="xdx_907_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zluk2LhwRxQb" title="Grant date exercise price"><ix:nonFraction name="duot:ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice" contextRef="From2023-01-012023-09-30_srt_MinimumMember_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1.79</ix:nonFraction>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Expected term</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><span id="xdx_908_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zASXUqvcmlX8" title="Expected term"><ix:nonNumeric contextRef="From2023-01-012023-09-30_srt_MinimumMember_us-gaap_EmployeeStockOptionMember" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1">0.25</ix:nonNumeric></span> years - <span id="xdx_90B_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zb0RVuNCLCVb" title="Expected term"><ix:nonNumeric contextRef="From2023-01-012023-09-30_srt_MaximumMember_us-gaap_EmployeeStockOptionMember" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1">0.5</ix:nonNumeric></span> years</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Expected volatility</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Risk-free rate</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><span id="xdx_90B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_znSRDRXIDiOa" title="Risk-free rate"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" contextRef="From2023-01-012023-09-30_srt_MinimumMember_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">4.76</ix:nonFraction></span>% - <span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zTYerQP93DQd" title="Risk-free rate"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" contextRef="From2023-01-012023-09-30_srt_MaximumMember_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">5.53</ix:nonFraction></span>%</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Expected dividend rate</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_dp_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0xoo6BtL7tf" title="Expected dividend rate"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate" contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">0</ix:nonFraction></span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td></tr>
  </table>

</ix:nonNumeric><p id="xdx_8A1_zgBeK8aNpLjj" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">During the offer period, the Company records stock-based
compensation pro rata as expense and a credit to additional paid-in capital. The Company issued 65,561 common shares on the option exercise
date of June 30, 2023. The following table discloses relevant information for the ESPP at September 30, 2023 and for nine months then
ended.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock_zfJjL2zoPfQl" summary="xdx: Disclosure - STOCKHOLDERS&apos; EQUITY (Details - Schedule of stock-based compensation)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8BD_zgspZ74ad0lk" style="display: none">Schedule of stock-based compensation</span><span style="font-size: 10pt">&#160;</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_49A_20230930_zh0Sz9BVnob4" style="text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;</span></td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="font: bold 8pt Times New Roman, Times, Serif"><span style="font-size: 10pt">&#160;</span></td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"><span style="font-size: 8pt">&#160;</span></td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt">At
    <br />September 30, 2023</span></td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"><span style="font-size: 8pt">&#160;</span></td></tr>
  <tr id="xdx_40B_ecustom--CashPaymentReceivedFromEmployeeWithholdings_iI_znhRnuDOfao7" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 8pt Times New Roman, Times, Serif; width: 83%; text-align: left"><span style="font-size: 10pt">Cash payment received
    from employee withholdings</span></td><td style="width: 1%">&#160;</td>
    <td style="width: 1%; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$</span></td><td style="width: 14%; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><ix:nonFraction name="duot:CashPaymentReceivedFromEmployeeWithholdings" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">189,849</ix:nonFraction></span></td><td style="width: 1%; text-align: left">&#160;</td></tr>
  <tr id="xdx_408_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp_iI_zA6kMacJjVhf" style="vertical-align: bottom; background-color: White">
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"><span style="font-size: 10pt">Cash
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  </table>



<p style="margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td style="text-align: justify">&#160;</td><td>&#160;</td>
    <td colspan="2" id="xdx_498_20230101__20230930_zEqoGv0Ymhf5" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_40E_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseEsppShares_zm9NRNKYm85j" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_40B_ecustom--TotalChargesRelatedToEmployeeStockPurchasePlan_zvFkMwYnYru6" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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</ix:nonNumeric><p id="xdx_8A3_zvV6Txd7wfqc" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Stock-Based Compensation</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Stock-based compensation expense recognized under
ASC 718-10 for the nine months ended September 30, 2023 and 2022, was $<span id="xdx_90B_eus-gaap--AllocatedShareBasedCompensationExpense_c20230101__20230930__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_pp0p0" title="Stock-based compensation expense"><ix:nonFraction name="us-gaap:AllocatedShareBasedCompensationExpense" contextRef="From2023-01-012023-09-30_custom_EmployeesAndDirectorsMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">400,645</ix:nonFraction></span> and $<span id="xdx_900_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20220101__20220930__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_zcWpcZ4cnPfi" title="Stock-based compensation expense"><ix:nonFraction name="us-gaap:AllocatedShareBasedCompensationExpense" contextRef="From2022-01-012022-09-30_custom_EmployeesAndDirectorsMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">592,177</ix:nonFraction></span>, respectively, for stock options granted to
employees. This expense is included in selling, general and administrative expenses in the unaudited consolidated statements of operations.
Stock-based compensation expense recognized during the periods is based on the grant-date fair value of the portion of share-based payment
awards that are ultimately expected to vest during the period. At September 30, 2023, the total compensation cost for stock options not
yet recognized was $<span id="xdx_908_ecustom--TotalCompensationCostForStockOptions_iI_pp0p0_c20230930_zFcjavBjtxeb" title="Total compensation cost"><ix:nonFraction name="duot:TotalCompensationCostForStockOptions" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">592,927</ix:nonFraction></span>. This cost will be recognized over the remaining vesting term of the options ranging from nine months to two
and one-half years.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>

<ix:exclude><p id="xdx_233_zPdOOSfeSXKb" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 24 -->
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    <div id="xdx_236_zyEua25TSPLc" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_23F_zNIgHODCijIa" style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_238_zi2m3C8DK7Hd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On May 12, 2021, the Board adopted, with shareholder
approval, the 2021 Equity Incentive Plan (the &#8220;2021 Plan&#8221;) providing for the issuance of up to <span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20210511__20210512__us-gaap--PlanNameAxis__custom--Plan2021Member_zsCPKUQFPv45" title="Number of shares issued, shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesNewIssues" contextRef="From2021-05-112021-05-12_custom_Plan2021Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,000,000</ix:nonFraction></span> shares of our common
stock. The purpose of the 2021 Plan is to assist the Company in attracting and retaining key employees, directors and consultants and
to provide incentives to such individuals to align their interests with those of our shareholders. During the third quarter of 2021,
the shareholders approved the issuance of up to one million shares or share equivalents pursuant to the 2021 Plan. The Company filed
an S-8 registration statement in concert with the 2021 Plan which was deemed effective on August 5, 2021. The plan covers a period of
ten years.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On January 1, 2022, the Company awarded certain
senior management and key employees non-qualified stock options under the 2021 Plan.&#160; Specifically, a total of <span id="xdx_90C_ecustom--OptionsToPurchaseSharesOfCommonStock_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zPw7PIKvEt0h" title="Options to purchase shares of common stock"><ix:nonFraction name="duot:OptionsToPurchaseSharesOfCommonStock" contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">665,000</ix:nonFraction></span>
options were awarded by the Company&#8217;s Compensation Committee and approved by the Board, with a strike price of $<span id="xdx_900_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_iI_c20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z8BTnWC5RIBg" title="Strike price"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1" contextRef="AsOf2022-01-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.41</ix:nonFraction></span>
per share, a five-year term and vesting equally over a three-year period.&#160; The options serve as a retention tool and contain
key provisions that the holder must remain in good standing with the Company. The options were valued on the grant date at $<span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_iI_c20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z7nkafEUbipe" title="Shares available for grant"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" contextRef="AsOf2022-01-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,596,804</ix:nonFraction></span>
using a Black-Scholes model with the following assumptions: (1) expected term of <span id="xdx_909_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zz6WevdEDRoe" title="Expected term"><ix:nonNumeric contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1">3.0</ix:nonNumeric></span>
years using the simplified method, (2) expected volatility rate of <span id="xdx_900_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z5CSpi3jhsR" title="Expected volatility"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">72</ix:nonFraction></span>%
based on historical volatility, (3) dividend yield of zero, and (4) a discount rate of <span id="xdx_903_eus-gaap--SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_dp_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z6ZBGLBM5Jpc" title="Discount rate"><ix:nonFraction name="us-gaap:SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent" contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">0.97</ix:nonFraction></span>%.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On April 1, 2023, the Board granted to certain key
employees an aggregate of <span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zzSrOpugYLkc" title="Non-qualified stock options, granted"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" contextRef="From2023-03-282023-04-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">353,117</ix:nonFraction></span> non-qualified stock options with a strike price of $<span id="xdx_909_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_c20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Strike price"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1" contextRef="AsOf2023-04-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">4.22</ix:nonFraction></span>, a term of 5-years and 3-year vesting period.
The options were granted prior to the certificates being issued subject to a pending modification of specific language contained within
the option agreement pertaining to certain rights of the holder in the event of a merger or acquisition. The specific language was approved
by the shareholders on May 17, 2023 after which the option certificates were issued with the modified language. The specific language
had no bearing on the grant date nor on the valuation. Following the approval by the shareholders but prior to issuance of the certificates,
one holder resigned from the Company and forfeited <span id="xdx_90B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Non-qualified stock options, forfeited"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" contextRef="From2023-03-282023-04-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">60,000</ix:nonFraction></span> unvested options leading to a net issuance during the quarter of <span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_c20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Non-qualified stock options, net issuance"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" contextRef="AsOf2023-04-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">293,117</ix:nonFraction></span> non-qualified
stock options. The Company expects to take a charge of $<span id="xdx_905_eus-gaap--ShareBasedCompensation_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pp0p0" title="Non-qualified stock options, charge"><ix:nonFraction name="us-gaap:ShareBasedCompensation" contextRef="From2023-03-282023-04-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">567,569</ix:nonFraction></span> during the vesting period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On July 1, 2023, the Company awarded <span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230628__20230702__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_ziswJuPSXUG" title="Non-qualified stock options, granted"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" contextRef="From2023-06-282023-07-02_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">50,000</ix:nonFraction></span> non-qualified
stock options for a new employee, subject to final board approval, which have a 5-year term and a 3-year vesting period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><span style="font-size: 8pt">&#160;&#160;</span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">On
August 30, 2023, the Company awarded <span id="xdx_90E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230829__20230830__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zobfmGdcAtpi" title="Non-qualified stock options, granted"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" contextRef="From2023-08-292023-08-30_custom_NonQualifiedStockOptionsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">70,000</ix:nonFraction></span> non-qualified stock options for a new employee, subject to final board approval, which have
a 5-year term and a 3-year vesting period.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023, and December 31, 2022, options
to purchase a total of <span id="xdx_902_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zgvkaSr9kyJ7" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,217,775</ix:nonFraction></span> (net of forfeitures discussed below) shares of common stock and <span id="xdx_908_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zoWLDWHryZoc" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">926,266</ix:nonFraction></span> shares of common stock were outstanding,
respectively. At September 30, 2023, <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z4nkrDkKYiwg" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">581,325</ix:nonFraction></span> options were exercisable. Of the total options issued, <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--Plan2016Member_pdd" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2023-09-30_custom_Plan2016Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">269,658</ix:nonFraction></span> and <span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--Plan2016Member_pdd" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-12-31_custom_Plan2016Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">271,266</ix:nonFraction></span> options were outstanding
under the 2016 Equity Incentive Plan, <span id="xdx_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2023-09-30_custom_Plan2021Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">882,636</ix:nonFraction></span> and <span id="xdx_903_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-12-31_custom_Plan2021Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">495,000</ix:nonFraction></span> were outstanding under the 2021 Plan and a further <span id="xdx_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--NonPlanMember_pdd" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2023-09-30_custom_NonPlanMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">160,000</ix:nonFraction></span> and <span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--NonPlanMember_pdd" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-12-31_custom_NonPlanMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">160,000</ix:nonFraction></span> non-plan
options to purchase common stock were outstanding as of September 30, 2023 and December 31, 2022, respectively. The non-plan options were
granted to four executives as hiring incentives, including the Company&#8217;s CEO in the fourth quarter of 2020.</p>


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<ix:exclude><!-- Field: Page; Sequence: 25 -->
    <div id="xdx_239_zgRZzLIAYL6a" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 23; Name: PageNo -->23<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_231_zZXGZKk5IYLk" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
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<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_zXg6g4TaNOCd" summary="xdx: Disclosure - STOCKHOLDERS&apos; EQUITY (Details - Schedule of options activity)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
<tr style="vertical-align: bottom">
    <td style="text-align: left; vertical-align: top">&#160;</td><td>&#160;</td><td>&#160;</td>
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    <td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center">Average</td><td style="font: bold 8pt Times New Roman, Times, Serif">&#160;</td><td>&#160;</td>
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    <td style="text-align: left; vertical-align: top">&#160;</td><td>&#160;</td><td>&#160;</td>
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    <td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center">Remaining</td><td style="font: bold 8pt Times New Roman, Times, Serif">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">Term (Years)</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">Value</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
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    <td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; width: 47%; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Outstanding at December 31, 2021</span></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td id="xdx_98E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iS_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zKclJt46qbrj" title="Weighted average exercise price,  Outstanding beginning balance" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice" contextRef="AsOf2021-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">4.98</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iS_d0_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zsX6wYtRbTjc" title="Aggregate intrinsic value, Outstanding beginning balance" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue" contextRef="AsOf2021-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:zerodash" decimals="0" unitRef="USD">&#8212;</ix:nonFraction>&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
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    <td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Granted</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zwgAgcS9NYDl" title="Number of options, Granted" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross" contextRef="From2022-01-012022-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">685,000</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98A_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zn6T7RJVAeNf" title="Weighted average exercise price, Granted" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice" contextRef="From2022-01-012022-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.41</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_90E_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zg4qroWNCq1k" title="Weighted average remaining contractual term (Years), Granted"><ix:nonNumeric contextRef="From2022-01-012022-12-31_us-gaap_EmployeeStockOptionMember" format="ixt-sec:duryear" name="duot:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2">4.0</ix:nonNumeric></span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Forfeited</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zmVLdXXmNile" title="Number of options, Forfeited" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(<ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod" contextRef="From2022-01-012022-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">190,000</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Exercisable at December 31, 2022</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zGk9Yfn7tKle" title="Number of options, Exercisable" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" contextRef="AsOf2022-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">404,599</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_901_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zp7DMRd18Cv1" title="Weighted average remaining contractual term (Years), Exercisable"><ix:nonNumeric contextRef="From2022-01-012022-12-31_us-gaap_EmployeeStockOptionMember" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1">3.3</ix:nonNumeric></span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="vertical-align: top; text-align: left">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_90D_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ2QtedisLz2" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"><ix:nonNumeric contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt-sec:duryear" name="duot:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1">3.3</ix:nonNumeric></span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: White">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z2HR3Mu7aDsd" title="Number of options, Granted" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross" contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">353,117</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zlyMyVFEcyHe" title="Weighted average exercise price, Granted" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice" contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">4.22</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_900_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zdtRKFA1mOqh" title="Weighted average remaining contractual term (Years), Granted"><ix:nonNumeric contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt-sec:duryear" name="duot:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2">4.5</ix:nonNumeric></span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Exercised/Forfeited/Expired</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_986_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zHVP6wcIrAJb" title="Number of options, Exercised/Forfeited/Expired" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(<ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod" contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">61,608</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zc1bSqEB9xV" title="Weighted average exercise price, Exercised/forfeited/expired" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice" contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">4.48</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Outstanding at September 30, 2023</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_985_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zXz092nYMGd6" title="Outstanding ending balance" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,217,775</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iE_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLTbrFKHmmW8" title="Weighted average exercise price,  Outstanding ending balance" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice" contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.37</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_906_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zCPsh31TVzGi" title="Weighted average remaining contractual term (Years), Outstanding ending balance"><ix:nonNumeric contextRef="From2023-01-012023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2">3.0</ix:nonNumeric></span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iE_d0_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0vZXRhFF46d" title="Aggregate intrinsic value, Outstanding ending balance" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue" contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember" format="ixt:zerodash" decimals="0" unitRef="USD">&#8212;</ix:nonFraction>&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="font-size: 10pt"></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<span style="text-decoration: underline">Warrants</span></p>

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  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z3clOfAi2cKd" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised" style="font: 10pt Times New Roman, Times, Serif; text-align: right">(<ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod" contextRef="From2022-01-012022-12-31_us-gaap_WarrantMember" format="ixt:numdotdecimal" decimals="INF" scale="0" unitRef="Shares">1,228,875</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#8212;&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_984_eus-gaap--ConversionOfStockSharesIssued1_pdp0_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zoFlTiqd1ePk" title="Number of warrants, Warrants issued" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ConversionOfStockSharesIssued1" contextRef="From2023-01-012023-09-30_us-gaap_WarrantMember" format="ixt:zerodash" decimals="INF" scale="0" unitRef="Shares">&#8212;</ix:nonFraction>&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98C_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsft9Dfil0Mi" title="Weighted average exercise price, Warrants issued" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="duot:WarrantsExchangedForCommonStockWeightedAverageExercisePrice" contextRef="From2023-01-012023-09-30_us-gaap_WarrantMember" format="ixt:zerodash" decimals="INF" unitRef="USDPShares">&#8212;</ix:nonFraction>&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_986_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_pdp0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zUNzIUaM4Ey7" title="Outstanding ending balance" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2023-09-30_us-gaap_WarrantMember" format="ixt:numdotdecimal" decimals="INF" scale="0" unitRef="Shares">80,091</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98D_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iE_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zBQzy9ZbgX5j" title="Weighted average exercise price, Outstanding ending balance" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="duot:ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice" contextRef="AsOf2023-09-30_us-gaap_WarrantMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">8.53</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_90C_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zndijr23kn5b" title="Weighted average remaining contractual term (Years), Outstanding ending balance"><ix:nonNumeric contextRef="From2023-01-012023-09-30_us-gaap_WarrantMember" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2">0.6</ix:nonNumeric></span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iE_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z0QruBml9609" title="Aggregate intrinsic value, Outstanding ending balance" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue" contextRef="AsOf2023-09-30_us-gaap_WarrantMember" format="ixt:zerodash" decimals="INF" unitRef="USDPShares">&#8212;</ix:nonFraction>&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">Exercisable at September 30, 2023</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_pdp0_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z6Dv1065KTk7" title="Number of warrants, Exercisable" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" contextRef="AsOf2023-09-30_us-gaap_WarrantMember" format="ixt:numdotdecimal" decimals="INF" scale="0" unitRef="Shares">80,091</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zGX1zUvGTSw1" title="Weighted average exercise price, Exercisable" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice" contextRef="AsOf2023-09-30_us-gaap_WarrantMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">8.53</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_905_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zM2omMmG5VBj" title="Weighted average remaining contractual term (Years), Exercisable"><ix:nonNumeric contextRef="From2023-01-012023-09-30_us-gaap_WarrantMember" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1">0.6</ix:nonNumeric></span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_988_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1_iI_d0_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zh6GmJrgXK9h" title="Aggregate intrinsic value, Exercisable" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1" contextRef="AsOf2023-09-30_us-gaap_WarrantMember" format="ixt:zerodash" decimals="0" unitRef="USD">&#8212;</ix:nonFraction>&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
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</ix:nonNumeric><p id="xdx_8AC_zwcJNpiMS6qg" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<ix:exclude><p id="xdx_233_zjZnJ27J9KG3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_237_ztXbCP9UoOO3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 26 -->
    <div id="xdx_23E_zlRKhWCNO5a9" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 24; Name: PageNo -->24<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_234_zmJ6CD3ZEOPe" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_231_zBB0iSHFHbPd" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_23F_zyejji42sPE2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_234_zY3x2vLZeo44" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:RevenueFromContractWithCustomerTextBlock"><p id="xdx_80B_eus-gaap--RevenueFromContractWithCustomerTextBlock_zurqxtC6Sqjg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 6 - <span id="xdx_827_zHKxLXYgxq16">REVENUE AND CONTRACT ACCOUNTING</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Revenue Recognition and Contract Accounting</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company generates revenue from four sources: (1)
Technology Systems; (2) AI Technology which is included in the consolidated statements of operations line-item Technology Systems; (3)
Technical Support; and (4) Consulting Services which is included in the consolidated statements of operations line-item Services and Consulting.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract assets and contract liabilities on uncompleted
contracts for revenues recognized over time are as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Contract Assets</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract assets on uncompleted contracts represent
cumulative revenues recognized in excess of billings and/or cash received on uncompleted contracts accounted for under the cost-to-cost
input method, which recognizes revenue based on the ratio of cost incurred to total estimated costs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023 and December 31, 2022, contract
assets on uncompleted contracts consisted of the following:</p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="duot:CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_892_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_za3qEV3NUMb6" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract assets)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B4_zw3xbE4pYnBk" style="display: none">Schedule of contract assets on uncompleted contracts</span></td><td>&#160;</td>
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    <td colspan="2" id="xdx_499_20221231_z8aCtssb3Ra8" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_40E_ecustom--BillingsOrCashReceived_iNI_di_zL1KUjTKV5ud" style="vertical-align: bottom; background-color: White">
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  <tr id="xdx_402_eus-gaap--ContractWithCustomerAssetNetCurrent_iI_zmPhITG4G4Ib" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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</ix:nonNumeric><p id="xdx_8A9_zQHl6LyUpCTk" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<ix:exclude><p id="xdx_23F_z91sr5q7jGF3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 27 -->
    <div id="xdx_239_zk4oSDnYOo2a" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 25; Name: PageNo -->25<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_233_zbtgwppPfTUf" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_23A_zOjVQy6xtq21" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_236_zhceGT0b4dAk" style="font: 4pt Times New Roman, Times, Serif; margin: 0 0 8pt">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_236_zk0CPAYYUo9a" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Contract Liabilities</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract liabilities on uncompleted contracts represent
billings and/or cash received that exceed cumulative revenues recognized on uncompleted contracts accounted for under the cost-to-cost
input method, which recognizes revenues based on the ratio of the cost incurred to total estimated costs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract liabilities on services and consulting revenues
represent billings and/or cash received in excess of revenue recognized on service agreements that are not accounted for under the cost-to-cost
input method.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023 and December 31, 2022, contract
liabilities on uncompleted contracts and contract liabilities on services and consulting consisted of the following:</p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="duot:BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_898_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_zO01wOfzZfq3" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract liabilities)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B2_zLZeJOakXYt7" style="display: none">Schedule of contract liabilities on uncompleted contracts</span></td><td>&#160;</td>
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    <td colspan="2" id="xdx_491_20221231_zwryQjS8oqgc" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_401_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_zVncIqR9KXtb" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify">Billings and/or cash receipts on uncompleted contracts</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"><ix:nonFraction name="duot:BillingsAndorCashReceiptsOnUncompletedContracts" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">972,908</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"><ix:nonFraction name="duot:BillingsAndorCashReceiptsOnUncompletedContracts" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,355,470</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr id="xdx_408_ecustom--CostAndEstimatedEarningsRecognized_iNI_di_znDJ2c6KTMO3" style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt">Less: Cumulative revenues recognized</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(<ix:nonFraction name="duot:CostAndEstimatedEarningsRecognized" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">199,976</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(<ix:nonFraction name="duot:CostAndEstimatedEarningsRecognized" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,144,018</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr id="xdx_409_ecustom--ContractLiabilitiesTechnologiesSystems_iI_ztsteNOO69Ne" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Contract liabilities, technology systems</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="duot:ContractLiabilitiesTechnologiesSystems" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">772,932</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="duot:ContractLiabilitiesTechnologiesSystems" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">211,452</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_400_ecustom--ContractLiabilitiesServicesAndConsulting_iI_zdNdP0xqdJfg" style="vertical-align: bottom; background-color: White">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="duot:ContractLiabilitiesServicesAndConsulting" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">815,996</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="duot:ContractLiabilitiesServicesAndConsulting" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">746,545</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr id="xdx_404_eus-gaap--ContractWithCustomerLiability_iI_zniatBagVkok" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt">Total contract liabilities</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ContractWithCustomerLiability" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1,588,928</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:ContractWithCustomerLiability" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">957,997</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
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</ix:nonNumeric><p id="xdx_8A7_z7JmKxW3Odi7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract liabilities at December 31, 2022 were $<span id="xdx_908_eus-gaap--ContractWithCustomerLiabilityCurrent_iI_pp0p0_c20221231_zkpB5LnKq496" title="Contract liabilities"><ix:nonFraction name="us-gaap:ContractWithCustomerLiabilityCurrent" contextRef="AsOf2022-12-31" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">957,997</ix:nonFraction></span>;
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company expects to recognize all contract liabilities
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


<ix:exclude><!-- Field: Page; Sequence: 28 -->
    <div id="xdx_23B_zVGiGouB7Otl" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 26; Name: PageNo -->26<!-- Field: /Sequence -->&#160;</td></tr></table></div>
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<ix:exclude><p id="xdx_233_z087NjqYTq4b" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Disaggregation of Revenue </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company is following the guidance of ASC 606-10-55-296
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Qualitative:</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<ix:exclude><p id="xdx_23F_zHLXRaWb4RO8" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt"></p></ix:exclude>

<ix:exclude><p id="xdx_234_zE7V0g5Ku1Y3" style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0 0 6pt">&#160;</p></ix:exclude>


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<ix:exclude><p id="xdx_235_zyTZm0zBO5Z5" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23C_zFCctCtMipAb" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_234_zpsCLucMbIQc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span style="text-decoration: underline">For the Three Months Ended September 30, 2023</span></b></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>

<ix:exclude><p id="xdx_230_zTlDJvZXWM88" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_235_zTj1fttMkmb1" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 30 -->
    <div id="xdx_237_zXH9xlPIeCZ7" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 28; Name: PageNo -->28<!-- Field: /Sequence -->&#160;</td></tr></table></div>
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<ix:exclude><p id="xdx_239_zJpEhUFdDp8k" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span style="text-decoration: underline">For the Three Months Ended September 30, 2022</span></b></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p><ix:exclude><p id="xdx_235_znbsFHfiwZ3b" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p></ix:exclude>
<ix:exclude><!-- Field: Page; Sequence: 31 -->
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<ix:exclude><p id="xdx_238_z79KX08kui8h" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p></ix:exclude>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span style="text-decoration: underline">For the Nine Months Ended September 30, 2022</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

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</ix:nonNumeric><p id="xdx_8A5_z2vf5rnsYGXd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">The
Company has a 401(k)-retirement savings plan (the &#8220;401(k) Plan&#8221;) covering all eligible employees. The 401(k) Plan allows
employees to defer a portion of their annual compensation, and the Company may match a portion of the employees&#8217; contributions
generally after the first nine months of service. During the three months ended September 30, 2023, the Company matched 100% of the first
4% of eligible employee compensation that was contributed to the 401(k) Plan. For the three and nine months ended September 30, 2023,
the Company recognized expense for matching cash contributions to the 401(k) Plan totaling $<span id="xdx_90C_eus-gaap--DefinedBenefitPlanServiceCost_pp0p0_c20230701__20230930_zgWs5rdijCH7" title="Cash contributions"><ix:nonFraction name="us-gaap:DefinedBenefitPlanServiceCost" contextRef="From2023-07-012023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">59,508</ix:nonFraction>
</span></span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">and $<span id="xdx_904_eus-gaap--DefinedBenefitPlanServiceCost_pp0p0_c20230101__20230930_zNCraW9g7yZi" title="Cash contributions"><ix:nonFraction name="us-gaap:DefinedBenefitPlanServiceCost" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">158,852</ix:nonFraction></span></span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">,
respectively.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:RelatedPartyTransactionsDisclosureTextBlock"><p id="xdx_800_eus-gaap--RelatedPartyTransactionsDisclosureTextBlock_zMLBcVNdhb0c" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 8 &#8211; <span id="xdx_822_zO8QWvIAwnf9">RELATED PARTY TRANSACTIONS</span></b></p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">There were no related party transactions for the periods
reflected in this report.</p>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_231_zdFFwX1iPJ81" style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 32 -->
    <div id="xdx_230_zKhn71lXbk4" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font-size: 9pt; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 30; Name: PageNo -->30<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_235_zxLNWvMRHdV1" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_237_zKF3OOa6tkUb" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23B_z0Xzl2MHCne8" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_234_ziWVLQZJKRZd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="duot:SaleOfAssetsTextBlock"><p id="xdx_80B_ecustom--SaleOfAssetsTextBlock_zkOlg7wOZrNc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 9 &#8211; <span id="xdx_82B_zdOE5C1xiK9">SALE OF ASSETS</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On June 29, 2023, the Company completed a transaction
whereby it sold assets related to its Integrated Correctional Automation System (iCAS) business with a single customer. In the fourth
quarter of 2022, the Company elected to not renew a support contract due to the limited nature of the business. The transaction was completed
with a third-party buyer of which the Company&#8217;s former Chief Financial Officer is a director. Said former officer did not participate
in the transaction on behalf of the Company.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The assets of the iCAS business were sold for a convertible
promissory note with a principal amount of $<span id="xdx_901_ecustom--PrincipalAmount_pp0p0_c20230101__20230930_zSzElIJE4vsk" title="Principal amount"><ix:nonFraction name="duot:PrincipalAmount" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">165,000</ix:nonFraction></span> with a <span id="xdx_904_ecustom--OriginalIssueDiscount_dp_c20230101__20230930_z137u1R6DuE1" title="Original issue discount"><ix:nonFraction name="duot:OriginalIssueDiscount" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">10</ix:nonFraction></span>% original issue discount as well as common stock purchase warrants. The
note matures in 2 years from the date of sale and is convertible immediately through the later of the maturity date or payment by the
borrower of the default amount, as defined in the note, into shares of the buyer&#8217;s common stock at a conversion price of $<span id="xdx_900_eus-gaap--DebtInstrumentConvertibleConversionPrice1_iI_c20230930_zyUBrGHK1bf6" title="Conversion price"><ix:nonFraction name="us-gaap:DebtInstrumentConvertibleConversionPrice1" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">0.003</ix:nonFraction>
</span>or <span id="xdx_905_eus-gaap--CommonStockDividendsShares_c20230101__20230930_zJJdhD9yhu6h" title="Common stock shares"><ix:nonFraction name="us-gaap:CommonStockDividendsShares" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">55,000,000</ix:nonFraction></span> shares. The conversion of the note carries restrictions which include limiting conversion to the extent it would exceed
4.99% of the common stock outstanding of the buyer. The convertible promissory note is subject to standard anti-dilution provisions.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The common stock purchase warrants are for a total
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warrants are not exercisable until on or after six months from the issuance date and no later than on or before the third anniversary
of the issuance date. The Company may exercise the warrants at any time after the six-month anniversary of the issuance date on a cashless
basis if there is no effective registration statement covering the resale of the Warrant Shares at prevailing market prices by the holder.
The exercise of these warrants is subject to beneficial ownership limits of 4.99% which may be increased by the holder up to 9.99% as
defined in the warrant . Given that the shares carried no intrinsic value at the time of the transaction and that the overall fair value
is de minimis, the Company has not recorded the warrants associated with the transaction.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company recognized a gain on sale of assets of
$<span id="xdx_90A_eus-gaap--GainLossOnSalesOfAssetsAndAssetImpairmentCharges_c20230101__20230930_zeScnO7Edgh4" title="Sale of assets"><ix:nonFraction name="us-gaap:GainLossOnSalesOfAssetsAndAssetImpairmentCharges" contextRef="From2023-01-01to2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">150,000</ix:nonFraction></span>, which is included in other income.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The original issue discount is being accrued
into interest income over the term of the note.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The note receivable was recorded as follows on September
30, 2023:</p>

<ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="duot:ScheduleOfNoteReceivableTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_88E_ecustom--ScheduleOfNoteReceivableTableTextBlock_zarTcgCaMbYb" summary="xdx: Disclosure - SALE OF ASSETS (Details)" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
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    <td colspan="2" id="xdx_498_20230930_zvi2GlbsD2Ti" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_403_ecustom--ConvertibleNoteReceivable_iI_zrSM8sHdSOR1" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 83%; text-align: justify">Convertible note receivable</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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  <tr id="xdx_401_eus-gaap--DebtInstrumentUnamortizedDiscount_iNI_di_zSvKdDMsymde" style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt">Unamortized discount</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_403_ecustom--ConvertibleNoteReceivableNet_iI_zYEE6lNn5yU1" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt">Convertible note receivable, net</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="duot:ConvertibleNoteReceivableNet" contextRef="AsOf2023-09-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">151,875</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  </table></ix:nonNumeric>

<p id="xdx_8A8_zJR6KMYQwiMi" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<ix:exclude><p id="xdx_235_zzi4PpxexTHd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 33 -->
    <div id="xdx_23C_zGelSvWtgfvi" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_23D_zk1bSJ66iRba" style="font-size: 9pt; width: 100%"><tr><td id="xdx_237_zNPYjNJMpB51" style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Value: 31; Name: PageNo -->31<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_23D_za03ARh2PDwk" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS</b></p><p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, 2023</b></p><p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt; text-align: center"><b>(Unaudited)</b></p></td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>


<ix:exclude><p id="xdx_23C_zrJaycquOZTe" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_239_z9qs0o0ecRkj" style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_238_zamzqI7tngK" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_230_zpXY1xPP5aQe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2023-01-01to2023-09-30" escape="true" name="us-gaap:SubsequentEventsTextBlock"><p id="xdx_80E_eus-gaap--SubsequentEventsTextBlock_zFWJocFPumP5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 10 &#8211; <span id="xdx_822_zOObhSGtrHv6">SUBSEQUENT EVENTS</span></b></p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> On November 9, 2023, the Company entered into a
Securities Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with an existing investor in the Company (the
&#8220;Purchaser&#8221;). Pursuant to the Purchase Agreement, the Purchaser purchased <span id="xdx_909_eus-gaap--PreferredUnitsAuthorized_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zR2goouyLWdk" title="Shares sold to investors"><ix:nonFraction name="us-gaap:PreferredUnitsAuthorized" contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">2,500</ix:nonFraction> </span>shares
of authorized Series E Convertible Preferred Stock (the &#8220;Series E Convertible Preferred Stock&#8221;), at a price of $<span id="xdx_903_eus-gaap--SharePrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zWsWZ4de2blj" title="Share price"><ix:nonFraction name="us-gaap:SharePrice" contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span>
per share, and the Company received proceeds of $<span id="xdx_908_eus-gaap--ProceedsFromIssuanceOfPreferredStockAndPreferenceStock_c20231107__20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_z4UXnmGW9Kch" title="Received proceeds"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceOfPreferredStockAndPreferenceStock" contextRef="From2023-11-072023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">2,500,000</ix:nonFraction></span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The November Purchase Agreement also provides that
the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the November Purchase
Agreement) on or prior to June 30, 2024 that entitles any person to acquire shares of common stock at an effective price per share less
than the then conversion price of the Series E Preferred Stock without the consent of the Purchasers. The conversion price of the Series
E Preferred Stock currently is $<span id="xdx_90E_ecustom--ConversionPrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zwrRDxzC3HSk" title="Conversion price"><ix:nonFraction name="duot:ConversionPrice" contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">3.00</ix:nonFraction></span> per share (subject to adjustment).</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of the
parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Purchase Agreement, the Company also entered into a Registration Rights Agreement with the
Purchasers. Pursuant to the Registration Rights Agreement, the Company shall file with the SEC a registration statement covering the
resale by the Purchasers of the shares of common stock into which the shares of Series E Preferred Stock are convertible. Subject to
certain conditions, the Company must cause the registration statement to be declared effective by 90 days after closing (or in the
event of a full review by the SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties,
agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each share of Series E Convertible Preferred
Stock is convertible, at any time and from time to time, at the option of the holder, into that number of shares of common stock
(subject to the Beneficial Ownership Limitation) determined by dividing the stated value of such share ($<span id="xdx_905_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__us-gaap--SeriesEPreferredStockMember_zMxKIZhMMoO" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2023-09-30_us-gaap_SeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span>)
by the conversion price, which is $<span id="xdx_90A_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__us-gaap--SeriesEPreferredStockMember_zY6JsrVWmhf5" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2023-09-30_us-gaap_SeriesEPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">3.00</ix:nonFraction></span>
(subject to standard anti-dilution provisions). The Company shall not affect any conversion of the Series E Convertible Preferred
Stock, and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent
that after giving effect to the conversion sought by the holder such holder (together with such holder&#8217;s Attribution Parties
(as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the
number of shares of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable upon
such conversion (the &#8220;Beneficial Ownership Limitation&#8221;). Each Purchaser elected the 19.99% Beneficial Ownership
Limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The terms of the Series E Preferred Stock provide
that, without shareholder approval (the &#34;Stockholder Approval&#34;), the Company may not issue upon the conversion of any shares
of Series E Preferred Stock a number of shares of common stock which, when aggregated with any shares of common stock issued upon conversion
of any other shares of Series E Preferred Stock, would exceed <span id="xdx_904_ecustom--ConversionShares_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zqtH86E23cHb" title="Conversion shares"><ix:nonFraction name="duot:ConversionShares" contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,430,484</ix:nonFraction></span> (subject to adjustment). Such number represents 20% of the number
of shares of common stock issued and outstanding upon the filing of the Series E Preferred Stock Certificate of Designation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> To obtain the stockholder approval, the Company
is required to hold a meeting of shareholders at the earliest practical date, but in no event later than 120 days after closing (or
150 days in the event of a review of the proxy statement by the Securities and Exchange Commission (the &#8220;SEC&#8221;)) to seek
approval for the conversion of Series E Preferred Stock into common stock above the allowed amount. The terms of the Series E
Preferred Stock limit its convertibility until the Company receives shareholder approval (the &#8220;Stockholder Approval&#8221;).
If the Company does not obtain the Stockholder Approval at the first meeting, it is required to hold shareholder meetings every four
months until the Stockholder Approval is obtained.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Purchase Agreement of
Series F Convertible Preferred Stock, completed on August 2, 2023, certain protections existed for the investor if the Company
completed a share offering with an equivalent common stock price of less than the $<span id="xdx_90E_eus-gaap--SharePrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zim1pSej8f69" title="Common stock price"><ix:nonFraction name="us-gaap:SharePrice" contextRef="AsOf2023-09-30_custom_SeriesFConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.20</ix:nonFraction></span>
on or before December 31, 2023. In such an event, the investor of Series F Convertible Preferred Stock shall exchange the Series F
shares for an equivalent to the lower common stock equivalent price for any transactions completed prior to December 31, 2023. In
connection with the November 9, 2023 Series E Convertible Preferred Stock offering, the Company entered into an Exchange Agreement
with the investor and issued an additional <span id="xdx_902_eus-gaap--SharesIssued_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zFUqedtmazN8" title="Additional shares"><ix:nonFraction name="us-gaap:SharesIssued" contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></span>
shares of Series E Convertible Preferred Stock at $<span id="xdx_903_eus-gaap--SharePrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zYJHoQOderQd" title="Share price"><ix:nonFraction name="us-gaap:SharePrice" contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span> per share with $<span id="xdx_903_eus-gaap--SharesIssuedPricePerShare_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zcBdsis1wbhk" title="Common per share"><ix:nonFraction name="us-gaap:SharesIssuedPricePerShare" contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">3.00</ix:nonFraction></span>
per common share equivalent in exchange for  <span id="xdx_90A_ecustom--StockExchangeShares_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zvAIBpwbuVN5" title="Exchange shares"><ix:nonFraction name="duot:StockExchangeShares" contextRef="AsOf2023-11-09_custom_SeriesFConvertiblePreferredStockMember_us-gaap_SubsequentEventMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></span> outstanding and issued shares of Series F Convertible Preferred Stock. All
shares of Series F Convertible Preferred Stock were held by a single shareholder.</p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

</ix:nonNumeric><p id="xdx_812_zw7S0uV7z69l" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; color: #1D2228">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_002"></span><b>Item 2. Management&#8217;s Discussion and Analysis
of Financial Condition and Results of Operation. </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><i></i></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><i>This quarterly report on Form 10-Q and other reports
filed by Duos Technologies Group, Inc., and its operating subsidiaries, Duos Technologies, Inc. (&#8220;Duos&#8221;) and TrueVue360, Inc.
(&#8220;TrueVue360&#8221;, Duos Technologies Group, Inc. and Duos, collectively the &#8220;Company&#8221; &#8220;we&#8221;, &#8220;our&#8221;,
and &#8220;us&#8221;) from time to time with the Securities and Exchange Commission (the &#8220;SEC&#8221;) contain or may contain forward-looking
statements and information that are based upon beliefs of, and information currently available to, the Company&#8217;s management as well
as estimates and assumptions made by Company&#8217;s management. Readers are cautioned not to place undue reliance on these forward-looking
statements, which are only predictions and speak only as of the date hereof. When used in the filings, the words &#8220;anticipate,&#8221;
&#8220;believe,&#8221; &#8220;estimate,&#8221; &#8220;expect,&#8221; &#8220;future,&#8221; &#8220;intend,&#8221; &#8220;plan,&#8221; &#8220;aim,&#8221;
&#8220;project,&#8221; &#8220;target,&#8221; &#8220;will,&#8221; &#8220;may,&#8221; &#8220;should,&#8221; &#8220;forecast&#8221; or the
negative of these terms and similar expressions as they relate to the Company or the Company&#8217;s management identify forward-looking
statements. Such statements typically address the Company&#8217;s expected future business and financial performance and are subject to
risks, uncertainties, assumptions, and other factors, including the risks contained in the &#8220;Risk Factors&#8221; section of the Company&#8217;s
Annual Report on Form 10-K for the fiscal year ended December 31, 2022, relating to the Company&#8217;s industry, the Company&#8217;s
operations and results of operations, and any businesses that the Company may acquire. Should one or more of these risks or uncertainties
materialize, or should the underlying assumptions prove incorrect, actual results may differ materially from those anticipated, believed,
estimated, expected, intended, or planned.</i></p>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><i></i></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><i>&#160;</i></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><i>These factors include, but are not limited to,
risks related to the Company&#8217;s ability to continue as a going concern, the Company&#8217;s ability to generate sufficient cash to
continue and expand operations, the competitive environment generally and in the Company&#8217;s specific market areas, changes in technology,
the availability of and the terms of financing, changes in costs and availability of goods and services, economic conditions in general
and in the Company&#8217;s specific market areas, changes in federal, state and/or local government laws and regulations potentially affecting
the use of the Company&#8217;s technology, changes in operating strategy or development plans and the ability to attract and retain qualified
personnel. The Company cautions that the foregoing list of risks, uncertainties and factors is not exclusive. Additional information concerning
these and other risk factors is contained in the Company&#8217;s most recently filed Annual Report on Form 10-K, subsequent Quarterly
Reports on Form 10-Q, recent Current Reports on Form 8-K, and other filings filed by the Company with the SEC, which are available at
the SEC&#8217;s website, http://www.sec.gov. The Company believes its plans, intentions and expectations reflected in or suggested by
these forward-looking statements are based on reasonable assumptions. No assurance, however, can be given that the Company will achieve
or realize these plans, intentions or expectations. Indeed, it is likely that some of the Company&#8217;s assumptions may prove to be
incorrect. The Company&#8217;s actual results and financial position may vary from those projected or implied in the forward-looking statements
and the variances may be material. Each forward-looking statement speaks only as of the date of the particular statement. We do not undertake
or accept any obligation or undertaking to release publicly any updates or revisions to any forward-looking statements to reflect any
change in our expectations or any change in events, conditions or circumstances on which any forward-looking statement is based, except
as required by law. All subsequent written and oral forward-looking statements concerning the Company or other matters attributable to
the Company or any person acting on its behalf are expressly qualified in their entirety by the cautionary statements above.</i></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><i>Our financial statements are prepared in accordance
with accounting principles generally accepted in the United States (&#8220;GAAP&#8221;). These accounting principles require us to make
certain estimates, judgments and assumptions. We believe that the estimates, judgments and assumptions upon which we rely are reasonable
based upon information available to us at the time that these estimates, judgments and assumptions are made. These estimates, judgments
and assumptions can affect the reported amounts of assets and liabilities as of the date of the financial statements as well as the reported
amounts of revenues and expenses during the periods presented. Our financial statements would be affected to the extent there are material
differences between these estimates and actual results. In many cases, the accounting treatment of a particular transaction is specifically
dictated by GAAP and does not require management&#8217;s judgment in its application. There are also areas in which management&#8217;s
judgment in selecting any available alternative would not produce a materially different result. The following discussion should be read
in conjunction with our financial statements and notes thereto appearing elsewhere in this report.</i></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Overview</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company was incorporated in Florida on May 31,
1994 under the original name of Information Systems Associates, Inc. Initially, our business operations consisted of consulting services
for asset management of large corporate data centers and the development and licensing of information technology (&#8220;IT&#8221;) asset
management software. In late 2014, the Company entered negotiations with Duos Technologies, Inc. (&#8220;Duos&#8221;), for the purposes
of executing a reverse triangular merger. This transaction was completed on April 1, 2015, whereby Duos became a wholly owned subsidiary
of the Company. Duos was incorporated under the laws of Florida on November 30, 1990 for design, development and deployment of proprietary
technology applications and turn-key engineered systems. The Company, based in Jacksonville, Florida, has a current staff of 71 people
of which 65 are full-time, and is a technology and software applications company with a strong portfolio of intellectual property. The
Company&#8217;s core competencies, including advanced intelligent technologies, are delivered through its proprietary integrated enterprise
command and control platform, Centraco&#174;.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has developed the Railcar Inspection Portal
(&#8220;RIP&#8221;) which provides both freight and transit railroad customers and select government agencies the ability to conduct fully
remote railcar inspections of trains while they are in transit. The system, which incorporates a variety of sophisticated optical technologies,
illumination and other sensors, scans each passing railcar to create a high-resolution image set from a variety of angles including the
undercarriage. These images are then processed through various methods of artificial intelligence algorithms to identify specific defects
and/or areas of interest on each railcar. This is all accomplished within seconds of a railcar passing through our portal. We believe
this solution has the potential to transform the railroad industry by increasing safety, improving efficiency and reducing costs. The
Company has deployed this system with several Class 1 railroad customers and anticipates increased demand in the future from transit and
other railroad customers along with selected government agencies that operate and/or manage rail traffic. Both commercial customers and
potential regulatory Government agencies can conduct digital inspections combined with the incorporated artificial intelligence (&#8220;AI&#8221;)
to improve rail traffic flow across borders which also directly benefits the Class 1 railroads through increasing their velocity. The
Company&#8217;s new subscription offering will facilitate the delivery of safety and efficiency data to other railcar owners and lessors
who do not currently benefit from such information as discussed below.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has also developed the Automated Logistics
Information System (&#8220;ALIS&#8221;) which automates gatehouse operations where transport trucks enter and exit large logistics and
intermodal facilities. This solution also incorporates sensors and data points as necessary for each operation and directly interconnects
with backend logistics databases and processes to significantly improve operations and security by accelerating the vehicle throughput
on each lane on which the technology is deployed. In the future, the Company expects to deploy this offering into a Truck Inspection Portal
(TIP) leveraging the same technologies and lessons learned from the implementation of the RIP and ALIS solutions.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has built a portfolio of IP and patented
solutions that creates &#8220;actionable intelligence&#8221; using two core native platforms called Centraco and Praesidium&#8482;. All
solutions provided include a variant of both applications. Centraco is designed primarily as the user interface for all our systems as
well as the backend connection to third-party applications and databases through both Application Programming Interfaces (APIs) and Software
Development Kits (SDKs). This interface is browser based and hosted within each one of our systems and solutions. It is typically also
customized for each unique customer and application. Praesidium typically resides as middleware in our systems and manages the various
image capture devices and some sensors for input into the Centraco software.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company also developed a proprietary Artificial
Intelligence software platform, Truevue360&#8482; with the objective of focusing the Company&#8217;s advanced intelligent technologies
in the areas of AI, deep machine learning and advanced multi-layered algorithms to further support our solutions. This platform is in
use with a number of Class 1 railroads and the Company maintains a growing catalog of Artificial Intelligence &#8220;Use Case&#8221; detections.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company previously provided professional and consulting
services for large data centers and had developed a system for the automation of asset information marketed as DcVue&#8482;. The Company
deployed its DcVue software at one beta site. This software was used by Duos&#8217; consulting auditing teams. DcVue was based upon the
Company&#8217;s OSPI patent which was awarded in 2010. The Company offered DcVue available for license to our customers as a licensed
software product. The Company ceased offering this product in 2021.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">The Company&#8217;s strategy
is to deliver operational and technical excellence to our customers; expand our RIP and ALIS solutions into current and new customers
focused in the Rail, Logistics and U.S. Government Sectors; offer both CAPEX and subscription pricing models to customers that increases
recurring revenue, grows backlog and improves profitability; responsibly grow the business both organically and through selective acquisitions;
and promote a performance-based work force where employees enjoy their work and are incentivized to excel and remain with the Company.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In late 2022, the Company announced it will pursue a subscription
platform for the RIPs. Under this new model, the Company will build, own and operate its RIP product and offer the data access for each
portal to potential customers. This expansion of the RIP offering is expected to potentially expand the addressable market to other railroads,
railcar owners, and car lessors. This shift increases the pool of potential customers by lowering the entry point for the RIP and would
reshape the Company&#8217;s working capital needs to invest in the construction of a RIP ahead of customer revenue inflows</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white"></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white"><b>Prospects and Outlook</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">The Company&#8217;s focus
is to improve operational and technical execution which, we believe, will in turn enable the commercial side of the business to expand
RIP and ALIS delivery into existing customers and to expand and diversify our current customer base. Even though the lingering supply
chain effects of COVID-19 is expected to still be an issue during the remainder of 2023, the Company&#8217;s primary customers have indicated
readiness to order more equipment and services should the Company execute as expected on key deliverables. With the Company working toward
a subscription platform approach, this will also open up additional commercial avenues to the Company. Historically, the Company has been
focused on large, one-time sales with the subscription opportunities representing an expanded addressable market.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">Additionally, the Company
is making engineering and software upgrades to the RIP to meet anticipated Federal Railroad Association (FRA) and Association of American
Railroad (AAR) standards. Similar upgrades are also being developed to improve the ALIS system. These upgrades will continue to be released
throughout 2023 and are expected to drive revenue growth this year and beyond.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">The Company is expanding
its focus in the rail industry to encompass passenger transportation and was awarded a large, multi-year contract with a national rail
carrier. The Company anticipates that it will manufacture a two-RIP solution for the carrier in 2023 or early 2024, with a long-term services
agreement commencing upon delivery of the system.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Although the Company&#8217;s prospects for future
revenue growth are anticipated to be favorable, investing in our securities involves risk and careful consideration should be made before
deciding to purchase our securities. There are many risks that affect our business and results of operations, some of which are beyond
our control and unexpected macro events can have a severe impact on the business. Please see the risk factors identified in &#8220;Item
1A &#8211; Risk Factors&#8221; of our Annual Report on Form 10-K filed with the SEC on March 31, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Results of Operations </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following discussion should be read in conjunction
with the unaudited financial statements included in this report.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Comparison for the Three Months Ended September
30, 2023 Compared to Three Months Ended September 30, 2022 </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following table sets forth a summary of our unaudited
Consolidated Statements of Operations and is used in the following discussions of our results of operations:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Revenues</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b>&#160;&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The decrease in overall revenues for the quarter
ended September 30, 2023, compared to the quarter ended September 30, 2022, is primarily attributed to a combination of factors.
Those factors include delays outside of the Company&#8217;s control with ongoing production of our two high-speed Railcar Inspection
Portals and timing differences with two freight RIPs under construction during the third quarter of 2022, which are recorded in the
technology systems portion of our business. During the third quarter of 2022, when these same two high-speed Railcar Inspection
Portals were in the early procurement and design phase, we were also in the advanced stages of manufacturing and installing two
additional Railcar Inspection Portals for freight railroad customers &#8211; these timing differences ultimately contributing to the
year-over-year variance along with one-time services occurring in the third quarter of 2022. Those services occurring in 2022 for
major site improvements contributed to the shortfall in services and consulting revenues on a year-over-year basis. Additionally,
the Company sees opportunities to continue to expand its programs with existing customers. In spite of the timing delays impacting
the quarterly results, management remains confident in the long-term potential of the RIP product.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Cost of Revenues</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="10" style="text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>For the Three Months Ended</b></span></td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="10" style="border-bottom: black 1pt solid; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>September 30,</b></span></td>
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    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>2023</b></span></td>
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    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td colspan="2" style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="width: 1%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$</span></td>
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  <tr style="vertical-align: bottom; background-color: white">
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  <tr style="vertical-align: bottom; background-color: #CCEEFF">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cost of revenues largely comprises equipment and labor
necessary to support the implementation of new systems and support and maintenance of existing systems and software projects.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">During the three months ended September 30, 2023,
the cost of revenues on technology systems decreased compared to the equivalent period in 2022, at a slower rate than the decrease in
revenues. This decline in cost is mainly attributed to the Company being in the production and manufacturing phase of our two high-speed
Railcar Inspection Portals and two freight RIPs for Class 1 railroads being installed in the third quarter of 2022 that was not present
in the Company&#8217;s results in the third quarter of 2023. During the third quarter of 2022, the Company was incurring costs related
to the manufacturing and installation of additional Railcar Inspection Portals for two other Class 1 customers. During the third quarter
of 2023, the Company did not have the same ongoing freight-oriented RIP installations thereby contributing to the decrease in cost of
revenues year-over-year. Additionally, the Company records certain fixed, operating and servicing costs for both technology systems and
services and consulting. These fixed costs, in part, contribute to the cost of revenues declining at a slower rate than that of revenue.
The Company continues to face headwinds with supply disruption and cost. While we expect that macro-economic factors will continue to
drive prices, the Company continues to manage its costs and, where possible, pass through increased costs to customers in the form of
higher prices, although this is not assured.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cost of revenues on services and consulting decreased
in the three months ended September 30, 2023 compared to the prior year period. The decrease in cost can be attributed to primarily significant,
one-time site improvements completed for a customer during the third quarter of 2022, as opposed to the corresponding period in 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Gross Margin</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: #CCEEFF">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Gross margin decreased for the third quarter of 2023
as compared to the same period in 2022 largely in line with the same decline in revenue. As noted above, the decrease in margin was a
direct result of the timing of business activity related to the manufacturing of two high-speed, transit-focused Railcar Inspection Portals
and the year-over-year timing differences related to the delivery of two freight-oriented portals. The two freight-oriented portals were
nearing the end of their delivery cycle during the third quarter of 2022 and thus contributed improved gross margins. Those same, project
revenues and subsequent margin contributions were not present during the third quarter of 2023. It should be noted that when comparing
the results between two periods, the stage of completion for manufacturing and installation can factor into those comparisons and should
be taken into account when analyzing those periods.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Operating Expenses</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">Operating expenses:</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 2.5pt">Total operating expenses</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b>&#160;<b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">During the three months ended September 30, 2023,
the Company experienced a slight increase in overall operating expenses compared to the same period in 2022. Sales and marketing costs
saw a marginal increase primarily as a result of increased staffing within the team, while research and development expenses increased
by 37% for increased personnel and prospective technologies testing. Overall, the Company continues to focus on stabilizing operating
expenses while meeting the increased needs of our customers. It should be noted that when comparing the results between two periods, the
stage of completion for manufacturing and installation can factor into those comparisons and should be taken into account when analyzing
those periods.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Loss from Operations</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The loss from operations for the three months
ended September 30, 2023 and 2022 was $2,970,977 and $1,869,018, respectively. The increase in loss from operations was primarily
the result of lower revenues recorded in the quarter as a consequence of delays in going to field for the two high-speed RIPs for a
passenger transit client in addition to the year-over-year timing related to the delivery of two Railcar Inspection Portals for two
Class 1 customers for the same period ended 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Other Income/Expense</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Other income for the three months ended
September 30, 2023 was $24,647 as a result of interest earned on cash held in a money market account and negative $53,993 for the
comparative period in 2022. Interest expense for the three months ended September 30, 2023 was $1,406 and $2,057 for the comparative
period in 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Net Loss</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The net loss for the three months ended September
30, 2023 and 2022 was $2,947,736 and $1,925,068, respectively. The 53% increase in net loss was mostly attributed to the decrease in revenues
as described above from timing delays along with growing expenses. Net loss per common share was $0.41 and $0.30 for the three months
ended September 30, 2023 and 2022, respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Comparison for the Nine Months Ended September
30, 2023 Compared to Nine Months Ended September 30, 2022</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following table sets forth a summary of our unaudited
Consolidated Statements of Operations and is used in the following discussions of our results of operations:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="6" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">September 30,</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Revenues</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b>&#160;&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The decrease in overall revenues for the nine
months ended September 30, 2023 compared to the nine months ended September 30, 2022, is primarily attributed to delays outside of
the Company&#8217;s control with ongoing production and manufacturing of our two high-speed Railcar Inspection Portals for a
passenger transit client, which are recorded in the technology systems portion of our business. During the third quarter of 2022,
these same two high-speed Railcar Inspection Portals were in the early procurement and design phase, and we were also in the
advanced stages of manufacturing and installing two additional Railcar Inspection Portals. Additionally, the services and consulting
revenues decreased slightly year-over-year as a result of one-time site improvements completed during the third quarter of 2022.
Given recent attention and renewed focus around railway safety, the Company remains optimistic about its long-term outlook. We
believe the focus on rail safety will prompt additional government oversight on railroads for the implementation of safety systems
such as the Company&#8217;s RIP product. Additionally, the Company sees opportunities to continue to expand its programs with
existing customers through its growing artificial intelligence catalog and improved services and maintenance. That said, in spite of
a positive outlook, a longer commercial cycle paired with still protracted supply chain timelines may result in revenue recognition
pushing into 2024. The Company remains focused on revenue and margin performance impacts from inflation and continued supply chain
challenges and proactively works to address these issues via customer pricing.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Cost of Revenues</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cost of revenues largely comprises equipment and labor
necessary to support the implementation of new systems and support and maintenance of existing systems and software projects.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cost of revenues on technology systems decreased during
the nine months ended September 30, 2023 over the equivalent period in 2022. During the second quarter of 2022, the Company was awarded
two high-speed Railcar Inspection Portals for its passenger transit client and by the third quarter of 2023 has phased into the manufacture
of these two more expensive and more robust transit-oriented RIPs. During the same period of 2022, the Company was also in the advanced
stages of manufacturing and installing two additional freight-oriented RIPS, thereby resulting in lower year-over-year cost of revenues
when compared to the cost of revenues during the first nine months of 2023. Cost of revenues for the nine months ended September 30, 2023
declined at a slower rate than revenues for the same period when compared to 2022 performance. This is largely a result of certain fixed
departmental costs within technology systems and services and consulting costs that are recorded in the cost of revenue and thus do not
change proportionately with shifts in revenue. The Company also continues to face headwinds with supply disruption and cost. While we
expect that macro-economic factors will continue to drive prices, the Company continues to manage its costs and, where possible, pass
through increased costs to customers in the form of higher prices, although this is not assured. It should be noted that when comparing
the results between two periods, the stage of completion for manufacturing and installation can factor into those comparisons and should
be taken into account when analyzing those periods.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cost of revenues on services and consulting decreased
in the nine months ended September 30, 2023 compared to the prior year period. The marginal decrease in cost can be attributed to timing
of one-time projects completed in the third quarter of 2022, partially offset by certain fixed, higher labor costs as well as costs associated
with new portals that came online during early 2023, as opposed to the corresponding period in 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Gross Margin</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: white">
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  <tr style="vertical-align: bottom; background-color: #CCEEFF">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Gross margin decreased for the nine months ended September
30, 2023 as compared to the same period in 2022. As noted above, the decrease in margin was a direct result of the timing effects of business
activity for the first nine months of 2022 related to the manufacturing of two high-speed, transit-focused Railcar Inspection Portals
and delivery of two freight RIPs. During the third quarter of 2022, these same two high-speed Railcar Inspection Portals had just been
awarded and were in the early procurement and design phase, and we were also in the advanced stages of manufacturing and installing two
additional freight-oriented Railcar Inspection Portals for two customers resulting in additional revenue and margin compared to the same
period in 2023. It should be noted that when comparing the results between two periods, the stage of completion for manufacturing and
installation can factor into those comparisons and should be taken into account when analyzing those periods.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Operating Expenses</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

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    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: #CCEEFF">
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    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">1,296,480</span></td>
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  <tr style="vertical-align: bottom; background-color: white">
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    <td style="border-bottom: black 1pt solid">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: #CCEEFF">
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">9</span></td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">%</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b>&#160;<b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">During the nine months ended September 30, 2023, overall
operating expenses experienced a slight increase compared to the equivalent period in 2022. The Company managed to maintain its costs
for sales and marketing, and research and development at a consistent level, while observing a slight rise in general and administration
costs. This increase can be primarily attributed to a combination of the timing of personnel incentives awarded in 2023 compared to the
same period in 2022 and increased amortization charges stemming from increased investment in artificial intelligence algorithms. Despite
these changes, the Company remains committed to stabilizing operating expenses while meeting the increased needs of our customers.&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Loss from Operations</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The loss from operations for the nine months ended
September 30, 2023 and 2022 was $8,266,025 and $5,905,111, respectively. The increase in loss from operations was primarily the result
of lower revenues recorded in the nine months as a consequence of delays in going to field for the two high-speed Railcar Inspection Portals
for a passenger transit client and year-over-year timing of two freight-oriented portals.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Other Income/Expense</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Other income for the nine months ended September 30,
2023 was $185,206 and negative $7,245 for the comparative period in 2022. The improvement in other income on a year-over-year basis largely stems from a one-time sale of a legacy security
business for $150,000 during the second quarter of 2023. Interest expense for the nine months ended September 30, 2023
was $5,816 and $7,943 for the comparative period in 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Net Loss</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The net loss for the nine months ended September 30,
2023 and 2022 was $8,080,819 and $5,912,356, respectively. The 37% increase in net loss was mostly attributed to the decrease in revenues
as described above along with growing expenses. Net loss per common share was $1.12 and $1.01 for the nine months ended September 30,
2023 and 2022, respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Liquidity and Capital Resources</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023, the Company has a working
capital surplus of $3,358,320 and the Company had a net loss of $8,080,819 for the nine months ended September 30, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Cash Flows</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following table sets forth the major components
of our statements of cash flows data for the periods presented:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td style="text-align: center">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="6" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>For the Nine Months Ended</b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30,</b></p></td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: center">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right">(3,850,455</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">)</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">Net cash used in investing activities</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">(898,435</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">(416,517</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt">Net cash provided by financing activities</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: White">
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  </table>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Net cash used in operating activities for the nine
months ended September 30, 2023 and 2022 was $5,637,072 and $3,850,455, respectively. The increase in net cash used in operating activities
for the nine months ended September 30, 2023 was the result of cash outflows to procure necessary materials and overall sales and marketing,
general and administration expenses offset by cash inflows from milestone payments related to current projects. In addition, there are
several changes in assets and liabilities compared to the previous period that increase the use of cash in operating activities, notably
the change in contract liabilities due to the timing of project invoicing milestones and cash receipts.</p>

<p style="font: 11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="font-size: 10pt">&#160;</span><span style="font-size: 4pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Net cash used in investing activities for the nine
months ended September 30, 2023 and 2022 was $898,435 and $416,517, respectively, representing an increase in the purchase of various
fixed assets for computer equipment and product and software development and disbursements for patent costs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Net cash provided by financing activities for the
nine months ended September 30, 2023 and 2022 was $8,681,331 and $8,338,718, respectively. Cash flows provided by financing activities
during the first nine months of 2023 were primarily attributable to net proceeds of approximately $9,000,000 from issuances of Series
E and Series F Convertible Preferred Stock. Cash flows from financing activities during the first nine months of 2022 were primarily attributable
to the issuance of common stock for $8,550,000 of gross proceeds and $999,000 from the issuance of Series D Convertible Preferred shares.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On a long-term basis, our liquidity is dependent on
the continuation and expansion of operations and receipt of revenues. We believe our current capital and revenues are sufficient to fund
such expansion and our operations over the next twelve months, although we are dependent on timely payments from our customers for projects
and work in process. However, we expect such timely payments to continue. Material cash requirements will be satisfied within the normal
course of business including substantial upfront payments from our customers prior to starting projects. The Company may elect to purchase
materials and supplies in advance of contract award but where there is a high probability of that award.</p>

<p style="font: 11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="font-size: 4pt">&#160;</span><span style="font-size: 10pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Demand for our products and services will be dependent
on, among other things, market acceptance of our products and services, the technology market in general, and general economic conditions,
which are cyclical in nature. Because a major portion of our activities is the receipt of revenues from the sales of our products and
services, our business operations may continue to be challenged by our competitors and prolonged recession periods.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Liquidity</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As reflected in the accompanying consolidated financial
statements, the Company had a net loss of $8,080,819 for the nine months ended September 30, 2023. During the same period, cash used in
operating activities was $5,637,072. The working capital surplus and accumulated deficit as of September 30, 2023, were $3,358,320 and
$60,442,653, respectively. In previous financial reports, the Company had raised substantial doubt about continuing as a going concern.
This was principally due to a lack of working capital prior to underwritten offerings and private placements which were completed during
the second, third and fourth quarters of 2022 as well as the first and third quarters of 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt/107% Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company was successful during 2022 in raising gross proceeds of
over $10,100,000 from the sale of both common shares and Series D Preferred Stock. Additionally, late in the first quarter of 2023, the
Company raised gross proceeds of $4,000,000 from the issuance of Series E Preferred Stock. In August 2023, the Company was successful
in raising gross proceeds of $5,000,000 from the sale of Series F Convertible Preferred Stock. The Company was also successful in raising
a further $2,500,000 from the sale of additional Series E Convertible Preferred Stock during November 2023. During the second quarter
of 2023, the Company renewed its S-3 &#8220;shelf registration&#8221; statement allowing the Company to sell multiple forms of securities
in addition to common shares. At the time of this filing, the Company estimates that it has available capacity on its shelf registration
which it can utilize to bolster working capital and growth of the business. Additionally, the Company has capacity on Series D and Series
E to bolster liquidity, if needed, via private placements. Although additional investment is not assured, the Company is comfortable that
it would be able to raise sufficient capital to support expanded operations based on an anticipated increase in business activity. In
the long run, the continuation of the Company as a going concern is dependent upon the ability of the Company to continue executing its
business plan, generate enough revenue, and attain consistently profitable operations. Although the lingering effects of the global pandemic
related to the coronavirus (Covid-19) continue to affect our operations, particularly in our supply chain, we now believe that this is
expected to be an ongoing issue and our working capital assumptions reflect this new reality. The Company cannot currently quantify the
uncertainty related to the ongoing supply chain delays or inflationary increases and their effects on our customers in the coming quarters.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In addition, management has been taking and continues
to take actions including, but not limited to, elimination of certain costs that do not contribute to short term revenue, and re-aligning
both management and staffing with a focus on improving certain skill sets necessary to build growth and profitability and focusing product
strategy on opportunities that are likely to bear results in the relatively short term. The Company believes that, as described above,
it will have sufficient sources of working capital to meet its obligations over the following twelve months. In the last twelve months
the Company has seen growth in its contracted backlog as well as positive signs from new commercial engagements that indicate improvements
in future commercial opportunities for both one-time capital and recurring services revenues.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Management believes that, at this time, the conditions
in our market space with ongoing contract delays, the consequent need to procure certain materials in advance of a binding contract and
the additional time needed to execute on new contracts previously reported have put a strain on our cash reserves. However, proactive
management of our existing contracts, recent stock offerings and private placements as well as the availability to raise capital via its
shelf registration indicate there is no substantial doubt for the Company to continue as a going concern for a period of twelve months
from the issuance date of this report. We continue executing the plan to grow our business and achieve profitability. The Company may
selectively look at opportunities for fund raising in the future. Management has extensively evaluated our requirements for the next twelve
months and has determined that the Company currently has sufficient cash and access to capital to operate for at least that period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">While no assurance can be provided, management believes
that these actions provide the opportunity for the Company to continue as a going concern and to grow its business and achieve profitability
with access to additional capital funding. Ultimately the continuation of the Company as a going concern is dependent upon the ability
of the Company to continue executing the plan described above which was put in place in late 2022 and will continue in 2023 and beyond.
As a result, we expect to generate sufficient revenue and to attain profitable operations with less net cash used in operating activities
in the next twelve months. These consolidated financial statements do not include any adjustments related to the recoverability and classification
of recorded asset amounts and classification of liabilities that might be necessary should the Company be unable to continue as a going
concern.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Critical Accounting Policies and Estimates </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">We have identified the accounting policies below as
critical to our business operations and the understanding of our results of operations.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Accounts Receivable</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accounts receivable are stated at estimated net realizable
value. Accounts receivable are comprised of balances due from customers net of estimated allowances for uncollectible accounts. In determining
the collections on the account, historical trends are evaluated, and specific customer issues are reviewed to arrive at appropriate allowances.
The Company reviews its accounts to estimate losses resulting from the inability of its customers to make required payments. Any required
allowance is based on specific analysis of past due accounts and also considers historical trends of write-offs. Past due status is based
on how recently payments have been received from customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Stock-Based Compensation</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company accounts for employee stock-based compensation
in accordance with ASC 718-10, &#8220;<i>Share-Based Payment</i>,&#8221; which requires the measurement and recognition of compensation
expense for all share-based payment awards made to employees and directors including employee stock options, restricted stock units, and
employee stock purchases based on estimated fair values.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates the fair value of stock options
granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis over the requisite
service periods of the awards, which is generally the vesting period. The Company&#8217;s determination of fair value using an option-pricing
model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates volatility based upon the historical
stock price of the Company and estimates the expected term for stock options using the simplified method for employees and directors and
the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities
with similar maturities.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Revenue Recognition</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows Accounting Standards Codification
606, Revenue from Contracts with Customers (&#8220;ASC 606&#8221;), that affects the timing of when certain types of revenues will be
recognized. The basic principles in ASC 606 include the following: a contract with a customer creates distinct contract assets and performance
obligations, satisfaction of a performance obligation creates revenue, and a performance obligation is satisfied upon transfer of control
to a good or service to a customer.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Revenue is recognized by evaluating our revenue contracts
with customers based on the five-step model under ASC 606:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">1.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Identify the contract with the customer;</span></td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Identify the performance obligations in the contract;</span></td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
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    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Determine the transaction price;</span></td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">4.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Allocate the transaction price to separate performance obligations; and</span></td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">5.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Recognize revenue when (or as) each performance obligation is satisfied.</span></td></tr>
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<p style="margin-top: 0; margin-bottom: 0">&#160;</p>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company generates revenue from four sources:
(1) Technology Systems; (2) AI Technologies; (3) Technical Support and (4) Consulting Services.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For revenues related to technology systems, the Company
recognizes revenue over time using a cost-based input methodology in which significant judgment is required to estimate costs to complete
projects. These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue
to recognize.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accordingly, the Company now bases its revenue recognition
on ASC 606-10-25-27, where control of a good or service transfers over time if the entity&#8217;s performance does not create an asset
with an alternative use to the entity and the entity has an enforceable right to payment for performance completed to date including a
profit margin or reasonable return on capital. Control is deemed to pass to the customer instantaneously as the goods are manufactured
and revenue is recognized accordingly.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In addition, the Company has adopted ASC 606-10-55-21
such that if the cost incurred is not proportionate to the progress in satisfying the performance obligation, we adjust the input method
to recognize revenue only to the extent of the cost incurred. Therefore, the Company will recognize revenue at an equal amount to the
cost of the goods to satisfy the performance obligation. To accurately reflect revenue recognition based on the input method, the Company
has adopted the implementation guidance as set out in ASC-606-10-55-187 through 192.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Under this method, contract revenues are recognized
over the performance period of the contract in direct proportion to the costs incurred. Costs include direct material, direct labor, subcontract
labor and other allocable indirect costs. All un-allocable indirect costs and corporate general and administrative costs are also charged
to the periods as incurred. Any recognized revenues that have not been billed to a customer are recorded as an asset in &#8220;contract
assets&#8221;. Any billings of customers more than recognized revenues are recorded as a liability in &#8220;contract liabilities&#8221;.
However, in the event a loss on a contract is foreseen, the Company will recognize the loss when such loss is determined.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has revenue from applications that incorporate
artificial intelligence (AI) in the form of predetermined algorithms which provide important operating information to the users of our
systems. The revenue generated from these applications of AI consists of a fixed fee related to the design, development, testing and incorporation
of new algorithms into the system, which is recognized as revenue at a point in time upon acceptance, as well as an annual application
maintenance fee, which is recognized as revenue ratably over the contracted maintenance term. &#160;</p>

<p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Technical support services are provided on both an
as-needed and extended-term basis and may include providing both parts and labor. Maintenance and technical support provided outside of
a maintenance contract are on an &#8220;as-requested&#8221; basis, and revenue is recognized over time as the services are provided. Revenue
for maintenance and technical support provided on an extended-term basis is recognized over time ratably over the term of the contract.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s consulting services business generates
revenues under contracts with customers from four sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; (3) Customer service training and (4) Maintenance support.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(1)</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Revenues for professional services, which are of short-term duration, are recognized when services are completed;</span></td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(2)</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">For all periods reflected in this report, software license sales have been one-time sales of a perpetual license to use our software product and the customer also has the option to purchase third-party manufactured handheld devices from us if they purchase our software license. Accordingly, the revenue is recognized upon delivery of the software and delivery of the hardware, as applicable, to the customer;</span></td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(3)</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Training sales are one-time upfront short-term training sessions and are recognized after the service has been performed; and</span></td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(4)</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Maintenance/support is an optional product sold to our software license customers under one-year contracts. Accordingly, maintenance payments received upfront are deferred and recognized over the contract term.</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Multiple Performance Obligations and Allocation
of Transaction Price</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Arrangements with customers may involve multiple performance
obligations including project revenue and maintenance services in our Technology Systems business. Maintenance will occur after the project
is completed and may be provided on an extended-term basis or on an as-needed basis. In our consulting services business, multiple performance
obligations may include any of the above four sources. Training and maintenance on software products may occur after the software product
sale while other services may occur before or after the software product sale and may not relate to the software product. Revenue recognition
for a multiple performance obligations arrangement is as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each performance obligation is accounted for separately
when each has value to the customer on a standalone basis and there is Company specific objective evidence of selling price of each deliverable.
For revenue arrangements with multiple deliverables, the Company allocates the total customer arrangement to the separate units of accounting
based on their relative selling prices as determined by the price of the items when sold separately. Once the selling price is allocated,
the revenue for each performance obligation is recognized using the applicable criteria under GAAP as discussed above for performance
obligations sold in single performance obligation arrangements. A delivered item or items that do not qualify as a separate unit of accounting
within the arrangement are combined with the other applicable undelivered items within the arrangement. The allocation of arrangement
consideration and the recognition of revenue is then determined for those combined deliverables as a single unit of accounting. The Company
sells its various services and software and hardware products at established prices on a standalone basis which provides Company specific
objective evidence of selling price for purposes of performance obligations relative selling price allocation. The Company only sells
maintenance services or spare parts based on its established rates after it has completed a system integration project for a customer.
The customer is not required to purchase maintenance services. All elements in multiple performance obligations arrangements with Company
customers qualify as separate units of account for revenue recognition purposes.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Use of Estimates</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The preparation of financial statements in conformity
with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that
affect the reported amounts of assets and liabilities and disclosures of contingent assets and liabilities at the date of the financial
statements and the reported amounts of revenues and expenses during the reporting period. Actual results may differ from these estimates.
The most significant estimates in the accompanying unaudited consolidated financial statements include the allowance on accounts receivable,
and notes receivable, valuation of common stock warrants received in exchange for an asset sale, valuation of deferred tax assets, valuation
of intangible and other long-lived assets, estimates of net contract revenues and the total estimated costs to determine progress towards
contract completion, valuation of inventory, estimates of the valuation of right of use assets and corresponding lease liabilities, valuation
of warrants issued with debt, and valuation of stock-based awards. We base our estimates on historical experience and on various other
assumptions that we believe are reasonable under the circumstances, the results of which form the basis for making judgments about the
carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_003"></span><b>Item 3. Quantitative and Qualitative Disclosures
About Market Risk.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Not applicable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<p style="font: 11pt Times New Roman, Times, Serif; margin: 0"><span id="a_004"></span><span style="font-size: 4pt">&#160;</span><span style="font-size: 10pt"><b>Item
4. Controls and Procedures.</b></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><i>Evaluation of Disclosure Controls and Procedures</i></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">With the participation of our Chief Executive Officer,
Chief Financial Officer and Chief Financial Officer, we have evaluated the effectiveness of our disclosure controls and procedures (as
such term is defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended (the &#8220;Exchange Act&#8221;)),
as of the end of the period covered by this Report. Based upon such evaluation, our Chief Executive Officer, Chief Financial Officer and
Controller have concluded that, as of the end of such period, our disclosure controls and procedures were effective to ensure that information
required to be disclosed by us in the reports that we file or submit under the Exchange Act is recorded, processed, summarized and reported
within the time periods specified in the SEC&#8217;s rules and forms and is accumulated and communicated to our management, including
our Chief Executive Officer, Chief Financial Officer and Controller, as appropriate to allow timely decisions regarding required disclosure.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><i>Changes in Internal Control over Financial Reporting
</i></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">There were no changes in our internal control over
financial reporting (as such term is defined in Rules 13a-15(f) and 15d-15(f) of the Exchange Act) during the quarter ended September
30, 2023 that have materially affected or are reasonably likely to materially affect our internal control over financial reporting.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><span id="a_005"></span><b>PART II OTHER INFORMATION</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_006"></span><b>Item 1. Legal Proceedings.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">From time to time, we may be involved in litigation
relating to claims arising out of our operations in the normal course of business. We are currently not involved in any litigation that
we believe could have a material adverse effect on our financial condition or results of operations. There is no action, suit, proceeding,
inquiry or investigation before or by any court, public board, government agency, self-regulatory organization or body pending or, to
the knowledge of the executive officers of our Company or any of our subsidiaries, threatened against or affecting our Company, our common
stock, any of our subsidiaries or our Company&#8217;s or our subsidiaries&#8217; officers or directors in their capacities as such, in
which an adverse decision could have a material adverse effect.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_007"></span><b>Item 1A. Risk Factors.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">We believe there are no changes that constitute material
changes from the risk factors previously disclosed in our Annual Report on Form 10-K, filed with the Securities and Exchange Commission
on March 31, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_008"></span><b>Item 2. Unregistered Sales of Equity Securities and Use of Proceeds.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">None</p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_009"></span><b>Item 3. Defaults Upon Senior Securities.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">There has been no default in the payment of principal,
interest, sinking or purchase fund installment, or any other material default, with respect to any indebtedness of the Company.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_010"></span><b>Item 4. Mine Safety Disclosures.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">Not applicable</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_011"></span><b>Item 5. Other Information.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On November 10, 2023, the Company entered into a Securities
Purchase Agreement (the &#34;November Purchase Agreement&#34;) with certain existing investors in the Company (the &#34;Purchasers&#34;).
Pursuant to the November Purchase Agreement, the Purchasers purchased an aggregate of 2,500 shares of Series E Preferred Stock and the
Company received aggregate proceeds of $2,500,000. The Series E Preferred Stock was sold at $1,000 a share. The November Purchase Agreement
contains customary representations, warranties, agreements and indemnification rights and obligations of the parties. The terms of the
Series E Preferred Stock were previously disclosed in the Company's Current Report on Form 8-K filed with the SEC on March 28, 2023 and
the Certificate of Designation of Preferences, Rights and Limitations of the Series E Preferred Stock was filed as an exhibit to the Form
8-K.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The November Purchase Agreement also provides that
the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the November Purchase
Agreement) on or prior to June 30, 2024 that entitles any person to acquire shares of common stock at an effective price per share less
than the then conversion price of the Series E Preferred Stock without the consent of the Purchasers. The conversion price of the Series
E Preferred Stock currently is $3.00 per share (subject to adjustment).</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Purchasers under the November Purchase Agreement
also were the holders of the Company's Series F Preferred Stock issued on August 1, 2023. The purchase agreement relating to the shares
of Series F Preferred Stock required the consent of the holders in the event the Company were to issue common stock or rights to acquire
common stock prior to December 31, 2023 at an effective price per share less than the then conversion price of the Series F Preferred
Stock, which was $6.20 per share. As a result, on November 10, 2023 the Company and the holders of the Series F Preferred Stock entered
into Exchange Agreements pursuant to which the holders of Series F Preferred Stock exchanged their 5,000 shares of Series F Preferred
Stock for an equal number of shares of Series E Preferred Stock. As a result of the November Purchase Agreement and the Exchange Agreements,
the Company issued a total of 7,500 shares of Series E Preferred Stock and the 5,000 shares of Series F Preferred Stock were cancelled.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The terms of the Series E Preferred Stock provide
that, without shareholder approval (the &#34;Stockholder Approval&#34;), the Company may not issue upon the conversion of any shares
of Series E Preferred Stock a number of shares of common stock which, when aggregated with any shares of common stock issued upon conversion
of any other shares of Series E Preferred Stock, would exceed 1,430,484 (subject to adjustment). Such number represents 20% of the number
of shares of common stock issued and outstanding upon the filing of the Series E Preferred Stock Certificate of Designation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">To obtain the Stockholder Approval, the November Purchase
Agreement requires the Company to hold a meeting of shareholders at the earliest practical date, but in no event later than 120 days after
closing (or 150 days in the event of a review of the proxy statement by the SEC). If the Company does not obtain the Stockholder Approval
at the first meeting, it is required to hold shareholder meetings every four months until the Stockholder Approval is obtained.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the November Purchase Agreement
and the Exchange Agreements, the Company also entered into a Registration Rights Agreement. Pursuant to the Registration Rights Agreement,
the Company shall file with the SEC a registration statement covering the resale of the shares of common stock into which the shares of
Series E Preferred Stock issued under the November Purchase Agreement and the Exchange Agreements are convertible. Subject to certain
conditions, the Company must cause the registration statement to be declared effective by 90 days after closing (or in the event of a
full review by the SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties, agreements and
indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The foregoing descriptions of the November Purchase
Agreement, the Exchange Agreements and the Registration Rights Agreement do not purport to be complete and are subject to, and qualified
in their entirety by, such documents, forms of which are attached as exhibits to this Quarterly Report on Form 10-Q and incorporated herein
by reference.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The issuances of the shares of Series E Preferred
Stock under the November Purchase Agreement were not registered under the Securities Act of 1933, as amended (the &#34;Securities Act&#34;),
but qualified for an exemption under Section 4(a)(2) of the Securities Act and Rule 506 of Regulation D promulgated thereunder as transactions
by an issuer not involving a public offering.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The issuances of the shares of Series E Preferred
Stock under the Exchange Agreements were not registered under the Securities Act but qualified for an exemption under Section 3(a)(9)
of the Securities Act.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_012"></span><b>Item 6. Exhibits.</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="border-bottom: black 1pt solid; width: 10%; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>Exhibit No.</b></span></td>
    <td style="width: 1%; text-align: justify">&#160;</td>
    <td style="border-bottom: black 1pt solid; width: 89%; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>Description</b></span></td></tr>
  <tr style="vertical-align: top">
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: top; background-color: rgb(204,238,255)">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">3.1</span></td>
    <td>&#160;</td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="http://www.sec.gov/Archives/edgar/data/1396536/000107997323001050/duos_8k.htm" style="-sec-extract: exhibit">Articles of Amendment to Articles of Incorporation Designation of Series F Convertible Preferred Stock</a> (incorporated herein by reference to Exhibit 3.1 to the Company&#8217;s Current Report on Form 8-K filed with the Securities and Exchange Commission on August 3, 2023)</span></td></tr>
  <tr style="vertical-align: top; background-color: White">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">10.1</span></td>
    <td>&#160;</td>
    <td style="text-align: justify; line-height: 107%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt; line-height: 107%"><a href="http://www.sec.gov/Archives/edgar/data/1396536/000107997323001050/duos_8k.htm" style="-sec-extract: exhibit">Form of Securities Purchase Agreement</a> (incorporated herein by reference to Exhibit 10.1 to the Company&#8217;s Current Report on Form 8-K filed with the Securities and Exchange Commission on August 3, 2023)</span></td></tr>
  <tr style="vertical-align: top; background-color: rgb(204,238,255)">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">10.2</span></td>
    <td>&#160;</td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="http://www.sec.gov/Archives/edgar/data/1396536/000107997323001050/duos_8k.htm" style="-sec-extract: exhibit">Form of Registration Rights Agreement</a> (incorporated herein by reference to Exhibit 10.2 to the Company&#8217;s Current Report on Form 8-K filed with the Securities and Exchange Commission on August 3, 2023)</span></td></tr>
  <tr style="vertical-align: top; background-color: White">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">10.3*</span></td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;</span></td>
    <td style="text-align: justify"><p style="margin-top: 0; margin-bottom: 0"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="ex10x3.htm">Form of Securities Purchase Agreement</a>&#160;</span></p></td></tr>
  <tr style="vertical-align: top; background-color: rgb(204,238,255)">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">10.4*</span></td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="ex10x4.htm">Form of Exchange Agreement</a></span></td></tr>
  <tr style="vertical-align: top; background-color: White">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">10.5</span>*</td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="ex10x5.htm">Form Registration Rights Agreement</a></span></td></tr>
  <tr style="vertical-align: top; background-color: rgb(204,238,255)">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">31.1*</span></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="ex31x1.htm">Certification by the Principal Executive Officer of Registrant pursuant to Section 302 of the Sarbanes-Oxley Act of 2002 (Rule 13a-14(a) or Rule 15d-14(a)).</a></span></td></tr>
  <tr style="vertical-align: top; background-color: White">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">31.2*</span></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="ex31x2.htm">Certification by the Principal Financial Officer of Registrant pursuant to Section 302 of the Sarbanes-Oxley Act of 2002 (Rule 13a-14(a) or Rule 15d-14(a)).</a></span></td></tr>
  <tr style="vertical-align: top; background-color: rgb(204,238,255)">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">32.1**</span></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="ex32x1.htm">Certification by the Principal Executive Officer pursuant to 18 U.S.C. 1350 as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002.</a></span></td></tr>
  <tr style="vertical-align: top; background-color: White">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">32.2**</span></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><a href="ex32x2.htm">Certification by the Principal Financial Officer pursuant to 18 U.S.C. 1350 as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002.</a></span></td></tr>
  <tr style="background-color: rgb(204,238,255)">
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">101.INS*</span></td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Inline XBRL Instance Document (the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document)</span></td></tr>
  <tr style="background-color: White">
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">101.SCH*</span></td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Inline XBRL Taxonomy Extension Schema Document</span></td></tr>
  <tr style="background-color: rgb(204,238,255)">
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">101.CAL*</span></td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Inline XBRL Taxonomy Extension Calculation Linkbase Document</span></td></tr>
  <tr style="background-color: White">
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">101.DEF*</span></td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Inline XBRL Taxonomy Extension Definition Linkbase Document</span></td></tr>
  <tr style="background-color: rgb(204,238,255)">
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">101.LAB*</span></td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Inline XBRL Taxonomy Extension Label Linkbase Document</span></td></tr>
  <tr style="background-color: White">
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">101.PRE*</span></td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Inline XBRL Taxonomy Extension Presentation Linkbase Document</span></td></tr>
  <tr style="background-color: rgb(204,238,255)">
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">104*</span></td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)</span></td></tr>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">* Filed</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">** Furnished herewith</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>


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<p style="font: 4pt Times New Roman, Times, Serif; margin: 0 0 8pt">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span id="a_013"></span>SIGNATURES</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Pursuant to the requirements of the Securities Exchange
Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.</p>

<table cellspacing="0" cellpadding="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td colspan="2">&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td colspan="2">
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>DUOS TECHNOLOGIES GROUP, INC.</b></p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&#160;</p></td></tr>
  <tr style="vertical-align: top">
    <td style="width: 49%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: November 14, 2023</span></td>
    <td style="width: 5%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</span></td>
    <td style="border-bottom: black 1pt solid; width: 46%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/ Charles P. Ferry</span></td></tr>
  <tr style="vertical-align: top">
    <td colspan="2">&#160;</td>
    <td>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0">Charles P. Ferry</p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0">Chief Executive Officer</p></td></tr>
  <tr style="vertical-align: top">
    <td colspan="2">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: top">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: November 14, 2023</span></td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</span></td>
    <td style="border-bottom: black 1pt solid"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/ Andrew W. Murphy</span></td></tr>
  <tr style="vertical-align: top">
    <td colspan="2">&#160;</td>
    <td>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0">Andrew W. Murphy</p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0">Chief Financial Officer</p></td></tr>
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<DOCUMENT>
<TYPE>EX-10.3
<SEQUENCE>2
<FILENAME>ex10x3.htm
<DESCRIPTION>FORM OF SECURITIES PURCHASE AGREEMENT
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
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<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="text-align: right; margin: 0">Exhibit 10.3</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">FORM OF</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">SECURITIES PURCHASE
AGREEMENT</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">This Securities Purchase
Agreement (this &ldquo;<U>Agreement</U>&rdquo;) is dated as of November 10, 2023, between Duos Technologies Group, Inc., a Florida corporation
(the &ldquo;<U>Company</U>&rdquo;), and each purchaser identified on the signature pages hereto (each, including its successors and assigns,
a &ldquo;<U>Purchaser</U>&rdquo; and collectively, the &ldquo;<U>Purchasers</U>&rdquo;).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">WHEREAS, subject to the
terms and conditions set forth in this Agreement and pursuant to Section&nbsp;4(a)(2) of the Securities Act of 1933, as amended (the &ldquo;<U>Securities
Act</U>&rdquo;), and Rule 506 promulgated thereunder, the Company desires to issue and sell to each Purchaser, and each Purchaser, severally
and not jointly, desires to purchase from the Company, securities of the Company as more fully described in this Agreement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">NOW, THEREFORE, IN CONSIDERATION
of the mutual covenants contained in this Agreement, and for other good and valuable consideration, the receipt and adequacy of which
are hereby acknowledged, the Company and each Purchaser agree as follows:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><B>ARTICLE
I.<FONT STYLE="font-size: 10pt"><BR>
DEFINITIONS</FONT></B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">1.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Definitions</U>. In addition to the terms defined elsewhere in this Agreement, for all purposes
of this Agreement, the following terms have the meanings set forth in this Section&nbsp;1.1:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Acquiring Person</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;4.5.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Action</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(j).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Affiliate</U>&rdquo;
means any Person that, directly or indirectly through one or more intermediaries, controls or is controlled by or is under common control
with a Person, as such terms are used in and construed under Rule 405 under the Securities Act.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>BHCA</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(mm).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Board of Directors</U>&rdquo;
means the board of directors of the Company.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Business Day</U>&rdquo;
means any day except any Saturday, any Sunday, any day which is a federal legal holiday in the United States or any day on which banking
institutions in the State of Florida are authorized or required by law or other governmental action to close; <U>provided</U>, <U>however</U>,
for clarification, banking institutions shall not be deemed to be authorized or required by law or other governmental actions to close
due to &ldquo;stay at home,&rdquo; &ldquo;shelter-in-place,&rdquo; &ldquo;non-essential employee&rdquo; or other similar orders or restrictions
or the closure of any physical branch locations at the direction of any governmental authority so long as the electronic funds transfer
system (including for wire transfers) of banks in the State of Florida generally are open for use by customers on such day.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Closing</U>&rdquo;
means the closing of the purchase and sale of the Shares pursuant to Section&nbsp;2.1.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Closing Date</U>&rdquo;
means the Trading Day on which all of the Transaction Documents have been executed and delivered by the applicable parties thereto, and
all conditions precedent to (i) the Purchasers&rsquo; obligations to pay the Subscription Amount and (ii) the Company&rsquo;s obligations
to deliver the Shares, in each case, have been satisfied or waived.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Commission</U>&rdquo;
means the United States Securities and Exchange Commission.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Common Stock</U>&rdquo;
means the common stock of the Company, par value $0.001 per share, and any other class of securities into which such securities may hereafter
be reclassified or changed.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Common Stock
Equivalents</U>&rdquo; means any securities of the Company or the Subsidiaries which would entitle the holder thereof to acquire at any
time Common Stock, including, without limitation, any debt, preferred stock, right, option, warrant or other instrument that is at any
time convertible into or exercisable or exchangeable for, or otherwise entitles the holder thereof to receive, Common Stock.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Company Counsel</U>&rdquo;
means Shutts &amp; Bowen LLP, 200 S. Biscayne Blvd, Suite 4100, Miami, Florida 33131.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Conversion Shares</U>&rdquo;
means the shares of Common Stock issuable upon conversion of the Preferred Stock.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Disclosure Schedules</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Disqualification
Event</U>&rdquo; shall have the meaning ascribed to such term in Section&nbsp;3.1(oo).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Effective Date</U>&rdquo;
means the earliest of the date that (a) the initial Registration Statement has been declared effective by the Commission, (b) all of the
Conversion Shares have been sold pursuant to Rule 144 or may be sold pursuant to Rule 144 without the requirement for the Company to be
in compliance with the current public information required under Rule 144 and without volume or manner-of-sale restrictions or (c) following
the one-year anniversary of the Closing Date provided that a holder of Conversion Shares is not an Affiliate of the Company, all of the
Conversion Shares may be sold pursuant to an exemption from registration under Section&nbsp;4(1) of the Securities Act without volume
or manner-of-sale restrictions and Company Counsel has delivered to the Transfer Agent for the benefit of such holders (and, if required
by a holder, to such holder or such holder&rsquo;s custodian or prime broker) a standing written unqualified opinion that resales may
then be made by such holders of the Conversion Shares pursuant to such exemption which opinion shall be in form and substance reasonably
acceptable to such holders.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Environmental
Laws</U>&rdquo; shall have the meaning ascribed to such term in Section&nbsp;3.1(m).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Evaluation Date</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(s).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Exchange Act</U>&rdquo;
means the Securities Exchange Act of 1934, as amended, and the rules and regulations promulgated thereunder.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Exchange Agreement</U>&rdquo;
means the Exchange Agreement, dated as of the date hereof, among the Company and certain of the Purchases, in the form of <U>Exhibit A</U>
attached hereto.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Exempt Issuance</U>&rdquo;
means the issuance of (a) shares of Common Stock or options to employees, officers, consultants or directors of the Company pursuant to
any stock or option plan or employee stock purchase plan duly adopted by a majority of the non-employee members of the Board of Directors
of the Company or a majority of the members of a committee of non-employee directors established for such purpose, (b) securities upon
the exercise or exchange of or conversion of any shares of the Preferred Stock and/or other securities exercisable or exchangeable for
or convertible into shares of Common Stock issued and outstanding on the date hereof (including shares of Preferred Stock issued pursuant
to the Exchange Agreement), provided that such securities have not been amended since the date hereof to increase the number of such securities
or to decrease the exercise price, exchange price or conversion price of any such securities or to extend the term of such securities,
and (c) securities issued pursuant to acquisitions or strategic transactions approved by a majority of the disinterested directors of
the Company.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>FCPA</U>&rdquo;
means the Foreign Corrupt Practices Act of 1977, as amended.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>GAAP</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(h).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Indebtedness</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(bb).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Intellectual
Property Rights</U>&rdquo; shall have the meaning ascribed to such term in Section&nbsp;3.1(p).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Legend Removal
Date</U>&rdquo; shall have the meaning ascribed to such term in Section&nbsp;4.1(c).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Liens</U>&rdquo;
means a lien, charge, pledge, security interest, encumbrance, right of first refusal, preemptive right or other restriction.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Material Adverse
Effect</U>&rdquo; shall have the meaning ascribed to such term in Section&nbsp;3.1(b).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Material Permits</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(m).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Per Share Purchase
Price</U>&rdquo; equals $1,000.00 per share of Preferred Stock.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Person</U>&rdquo;
means an individual or corporation, partnership, trust, incorporated or unincorporated association, joint venture, limited liability company,
joint stock company, government (or an agency or subdivision thereof) or other entity of any kind.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Preferred Stock</U>&rdquo;
means the preferred stock of the Company, par value $0.001 per share, designated as Series E Preferred Stock which has the rights, preferences,
restrictions and other matters relating to a series of preferred stock as set forth in the Certificate of Designation of Preferences,
Rights and Limitations attached as <U>Exhibit B</U> hereto (the &ldquo;<U>Certificate of Designation</U>&rdquo;).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Proceeding</U>&rdquo;
means an action, claim, suit, investigation or proceeding (including, without limitation, an informal investigation or partial proceeding,
such as a deposition), whether commenced or threatened.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Purchaser Party</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;4.8.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Registration
Rights Agreement</U>&rdquo; means the Registration Rights Agreement, dated as of the date hereof, among the Company and the Purchasers,
in the form of <U>Exhibit C</U> attached hereto.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Registration
Statement</U>&rdquo; means a registration statement meeting the requirements set forth in the Registration Rights Agreement and covering
the resale by the Purchasers of the Conversion Shares.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Required Approvals</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(e).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Rule 144</U>&rdquo;
means Rule 144 promulgated by the Commission pursuant to the Securities Act, as such Rule may be amended or interpreted from time to time,
or any similar rule or regulation hereafter adopted by the Commission having substantially the same purpose and effect as such Rule.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Rule 424</U>&rdquo;
means Rule 424 promulgated by the Commission pursuant to the Securities Act, as such Rule may be amended or interpreted from time to time,
or any similar rule or regulation hereafter adopted by the Commission having substantially the same purpose and effect as such Rule.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>SEC Reports</U>&rdquo;
shall have the meaning ascribed to such term in Section&nbsp;3.1(h).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Securities Act</U>&rdquo;
means the Securities Act of 1933, as amended, and the rules and regulations promulgated thereunder.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Shares</U>&rdquo;
means the shares of Preferred Stock issuable at Closing to each Purchaser pursuant to this Agreement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Short Sales</U>&rdquo;
means all &ldquo;short sales&rdquo; as defined in Rule 200 of Regulation SHO under the Exchange Act.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Stockholder Approval</U>&rdquo;
means such approval as may be required by the applicable rules and regulations of the Nasdaq Stock Market (or any successor entity) from
the stockholders of the Company with respect to the transactions contemplated by the Transaction Documents, including the issuance of
all of the Conversion Shares as provided in the Certificate of Designation.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Subscription
Amount</U>&rdquo; means, as to each Purchaser, the aggregate amount to be paid for the Shares purchased hereunder as specified below such
Purchaser&rsquo;s name on the signature page of this Agreement and next to the heading &ldquo;Subscription Amount,&rdquo; in United States
dollars and in immediately available funds.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Subsidiary</U>&rdquo;
means any subsidiary of the Company as set forth on <U>Schedule 3.1(a)</U> and shall, where applicable, also include any direct or indirect
subsidiary of the Company formed or acquired after the date hereof.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Trading Day</U>&rdquo;
means a day on which the principal Trading Market is open for trading.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Trading Market</U>&rdquo;
means any of the following markets or exchanges on which the Common Stock is listed or quoted for trading on the date in question: the
NYSE American, the Nasdaq Capital Market, the Nasdaq Global Market, the Nasdaq Global Select Market, the New York Stock Exchange, OTCQB
or OTCQX (or any successors to any of the foregoing).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Transaction Documents</U>&rdquo;
means this Agreement, the Certificate of Designation, the Registration Rights Agreement, the Exchange Agreement, all exhibits and schedules
thereto and hereto and any other documents or agreements executed in connection with the transactions contemplated hereunder.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Transfer Agent</U>&rdquo;
means Continental Stock Transfer &amp; Trust, the current transfer agent of the Company, with a mailing address of 1 State Street, 30<SUP>th</SUP>
Floor, New York, New York 10004, and any successor transfer agent of the Company.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center; text-indent: 0in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center; text-indent: 0in"></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><B>ARTICLE
II.<FONT STYLE="font-size: 10pt"><BR>
PURCHASE AND SALE</FONT></B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">2.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Closing</U>. On the Closing Date, upon the terms and subject to the conditions set forth herein,
substantially concurrent with the execution and delivery of this Agreement by the parties hereto, the Company shall sell, and the Purchasers,
severally and not jointly, shall purchase, up to an aggregate of $2,500,000 of Preferred Stock. Each Purchaser shall deliver to the Company,
via wire transfer, immediately available funds equal to such Purchaser&rsquo;s Subscription Amount as set forth on the signature page
hereto executed by such Purchaser, and the Company shall deliver to each Purchaser its respective Shares, and the Company and each Purchaser
shall deliver the other items set forth in Section&nbsp;2.2 deliverable at the Closing. Upon satisfaction of the covenants and conditions
set forth in Sections 2.2 and 2.3, the Closing shall occur at the offices of Company Counsel or such other location as the parties shall
mutually agree. All share prices set forth herein are subject to automatic adjustment for any stock split or reverse stock split occurring
prior to Closing.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">2.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Deliveries</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">On or prior to the Closing Date, the Company shall deliver or cause to be delivered to each Purchaser
the following:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(i)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">this Agreement duly executed by the Company;</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">a legal opinion of Company Counsel, substantially in the form of <U>Exhibit&nbsp;D</U> attached hereto;</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(iii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">a copy of the irrevocable instructions to the Transfer Agent instructing the Transfer Agent to deliver,
on an expedited basis, a certificate evidencing a number of Shares purchased by such Purchaser, registered in the name of such Purchaser;</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(iv)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">a stamped filed copy of the Certificate of Designation, as filed with the Secretary of State of the
State of Florida; </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(v)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the Registration Rights Agreement duly executed by the Company; and</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(vi)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the Exchange Agreement duly executed by the Company, if applicable,</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">On or prior to the Closing Date, each Purchaser shall deliver or cause to be delivered to the Company,
the following:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(i)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">this Agreement duly executed by such Purchaser;</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">to the Company, such Purchaser&rsquo;s Subscription Amount by wire transfer to the account specified
in writing by the Company; </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(iii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the Registration Rights Agreement duly executed by such Purchaser; and</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(iv)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the Exchange Agreement duly executed by such Purchaser, if applicable. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">2.3</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Closing Conditions</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The obligations of the Company hereunder in connection with the Closing are subject to the following
conditions being met:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(i)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the accuracy in all material respects (or, to the extent representations or warranties are qualified
by materiality or Material Adverse Effect, in all respects) on the Closing Date of the representations and warranties of the Purchasers
contained herein (unless as of a specific date therein in which case they shall be accurate as of such date);</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">all obligations, covenants and agreements of each Purchaser required to be performed at or prior
to the Closing Date shall have been performed; and</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(iii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the delivery by each Purchaser of the items set forth in Section&nbsp;2.2(b) of this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The respective obligations of the Purchasers hereunder in connection with the Closing are subject
to the following conditions being met:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(i)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the accuracy in all material respects (or, to the extent representations or warranties are qualified
by materiality or Material Adverse Effect, in all respects) when made and on the Closing Date of the representations and warranties of
the Company contained herein (unless as of a specific date therein in which case they shall be accurate as of such date);</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">all obligations, covenants and agreements of the Company required to be performed at or prior to
the Closing Date shall have been performed;</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(iii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">the delivery by the Company of the items set forth in Section&nbsp;2.2(a) of this Agreement;</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(iv)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">there shall have been no Material Adverse Effect with respect to the Company since the date hereof;
and</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(v)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">from the date hereof to the Closing Date, trading in the Common Stock shall not have been suspended
by the Commission or the Company&rsquo;s principal Trading Market, and, at any time prior to the Closing Date, trading in securities generally
as reported by Bloomberg L.P. shall not have been suspended or limited, or minimum prices shall not have been established on securities
whose trades are reported by such service, or on any Trading Market, nor shall a banking moratorium have been declared either by the United
States or Florida State authorities nor shall there have occurred any material outbreak or escalation of hostilities or other national
or international calamity of such magnitude in its effect on, or any material adverse change in, any financial market which, in each case,
in the reasonable judgment of such Purchaser, makes it impracticable or inadvisable to purchase the Shares at the Closing.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><B>ARTICLE
III.<FONT STYLE="font-size: 10pt"><BR>
REPRESENTATIONS AND WARRANTIES</FONT></B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">3.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Representations and Warranties of the Company</U>. Except as set forth in the Disclosure Schedules,
which Disclosure Schedules are delivered under separate cover from this Agreement, but shall be deemed a part hereof and shall qualify
any representation or warranty otherwise made herein to the extent of the disclosure contained in the corresponding Section&nbsp;of the
Disclosure Schedules to the extent that it is reasonably apparent on its face that such disclosure is relevant to such section, the Company
hereby makes the following representations and warranties to each Purchaser as of the date hereof and as of the Closing Date (unless as
of a specific date, in which case they shall be accurate as of such date):</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Subsidiaries</U>. All of the direct and indirect Subsidiaries of the Company are set forth on
<U>Schedule 3.1(a)</U>. The Company owns, directly or indirectly, all of the capital stock or other equity interests of each Subsidiary
free and clear of any Liens, and all of the issued and outstanding shares of capital stock of each Subsidiary are validly issued and are
fully paid, non-assessable and free of preemptive and similar rights to subscribe for or purchase securities. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Organization and Qualification</U>. The Company and each of the Subsidiaries is an entity duly
incorporated or otherwise organized, validly existing and in good standing under the laws of the jurisdiction of its incorporation or
organization, with the requisite power and authority to own and use its properties and assets and to carry on its business as currently
conducted. Neither the Company nor any Subsidiary is in violation nor default of any of the provisions of its respective certificate or
articles of incorporation, bylaws or other organizational or charter documents. Each of the Company and the Subsidiaries is duly qualified
to conduct business and is in good standing as a foreign corporation or other entity in each jurisdiction in which the nature of the business
conducted or property owned by it makes such qualification necessary, except where the failure to be so qualified or in good standing,
as the case may be, could not have or reasonably be expected to result in: (i) a material adverse effect on the legality, validity or
enforceability of any Transaction Document, (ii) a material adverse effect on the results of operations, assets, business, prospects or
condition (financial or otherwise) of the Company and the Subsidiaries, taken as a whole, or (iii) a material adverse effect on the Company&rsquo;s
ability to perform in any material respect on a timely basis its obligations under any Transaction Document (any of (i), (ii) or (iii),
a &ldquo;<U>Material Adverse Effect</U>&rdquo;) and no Proceeding has been instituted in any such jurisdiction revoking, limiting or curtailing
or seeking to revoke, limit or curtail such power and authority or qualification.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Authorization; Enforcement</U>. The Company has the requisite corporate power and authority to
enter into and to consummate the transactions contemplated by this Agreement and each of the other Transaction Documents and otherwise
to carry out its obligations hereunder and thereunder. The execution and delivery of each of this Agreement and the other Transaction
Documents by the Company and the consummation by it of the transactions contemplated hereby and thereby have been duly authorized by all
necessary action on the part of the Company and no further action is required by the Company, the Board of Directors or the Company&rsquo;s
stockholders in connection herewith or therewith other than in connection with the Required Approvals. This Agreement and each other Transaction
Document to which the Company is a party has been (or upon delivery will have been) duly executed by the Company and, when delivered in
accordance with the terms hereof and thereof, will constitute the valid and binding obligation of the Company enforceable against the
Company in accordance with its terms, except: (i) as limited by general equitable principles and applicable bankruptcy, insolvency, reorganization,
moratorium and other laws of general application affecting enforcement of creditors&rsquo; rights generally, (ii) as limited by laws relating
to the availability of specific performance, injunctive relief or other equitable remedies and (iii) insofar as indemnification and contribution
provisions may be limited by applicable law or public policy.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Conflicts</U>. The execution, delivery and performance by the Company of this Agreement and
the other Transaction Documents to which it is a party, the issuance and sale of the Shares and the consummation by it of the transactions
contemplated hereby and thereby do not and will not: (i) conflict with or violate any provision of the Company&rsquo;s or any Subsidiary&rsquo;s
certificate or articles of incorporation, bylaws or other organizational or charter documents, (ii) conflict with, or constitute a default
(or an event that with notice or lapse of time or both would become a default) under, result in the creation of any Lien upon any of the
properties or assets of the Company or any Subsidiary, or give to others any rights of termination, amendment, acceleration or cancellation
(with or without notice, lapse of time or both) of, any agreement, credit facility, debt or other instrument (evidencing a Company or
Subsidiary debt or otherwise) or other understanding to which the Company or any Subsidiary is a party or by which any property or asset
of the Company or any Subsidiary is bound or affected, or (iii) subject to the Required Approvals, conflict with or result in a violation
of any law, rule, regulation, order, judgment, injunction, decree or other restriction of any court or governmental authority to which
the Company or a Subsidiary is subject (including federal and state securities laws and regulations), or by which any property or asset
of the Company or a Subsidiary is bound or affected; except in the case of each of clauses (ii) and (iii), such as could not have or reasonably
be expected to result in a Material Adverse Effect.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(e)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Filings, Consents and Approvals</U>. The Company is not required to obtain any consent, waiver,
authorization or order of, give any notice to, or make any filing or registration with, any court or other federal, state, local or other
governmental authority or other Person in connection with the execution, delivery and performance by the Company of the Transaction Documents,
other than: (i) the filings required pursuant to Section&nbsp;4.4 of this Agreement, (ii) the filings with the Commission pursuant to
the Registration Rights Agreement, (iii) the notice and/or application(s) to each applicable Trading Market for the issuance and sale
of the Shares and the listing of the Conversion Shares for trading thereon in the time and manner required thereby, (iv) the filing of
Form D with the Commission and such filings as are required to be made under applicable state securities laws and (v) the Stockholder
Approval (collectively, the &ldquo;<U>Required Approvals</U>&rdquo;).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(f)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Issuance of the Shares</U>. The Shares are duly authorized and, when issued and paid for in accordance
with the applicable Transaction Documents, will be duly and validly issued, fully paid and nonassessable, free and clear of all Liens
imposed by the Company other than restrictions on transfer provided for in the Transaction Documents. The Conversion Shares, when issued
in accordance with the Preferred Stock and the Transaction Documents will be validly issued, fully paid and non-assessable, free and clear
of all Liens imposed by the Company other than restrictions on transfer provided for in the Transaction Documents. The Company has reserved
from its duly authorized capital stock the maximum number of Conversion Shares issuable pursuant to this Agreement, the Certificate of
Designation and the Preferred Stock.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(g)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Capitalization</U>. The capitalization of the Company is as set forth on <U>Schedule 3.1(g)</U>,
which <U>Schedule 3.1(g)</U> shall also include the number of shares of Common Stock owned beneficially, and of record, by Affiliates
of the Company as of the date hereof. Except as set forth on <U>Schedule 3.1(g)</U>, the Company has not issued any capital stock since
its most recently filed periodic report under the Exchange Act, other than pursuant to the exercise of employee stock options under the
Company&rsquo;s stock option plans, the issuance of shares of Common Stock to employees pursuant to the Company&rsquo;s employee stock
purchase plans and pursuant to the conversion and/or exercise of Common Stock Equivalents outstanding as of the date of the most recently
filed periodic report under the Exchange Act. No Person has any right of first refusal, preemptive right, right of participation, or any
similar right to participate in the transactions contemplated by the Transaction Documents. Except as a result of the purchase and sale
of the Shares or as set forth in <U>Schedule 3.1(g)</U>, there are no outstanding options, warrants, scrip rights to subscribe to, calls
or commitments of any character whatsoever relating to, or securities, rights or obligations convertible into or exercisable or exchangeable
for, or giving any Person any right to subscribe for or acquire any shares of Common Stock or the capital stock of any Subsidiary, or
contracts, commitments, understandings or arrangements by which the Company or any Subsidiary is or may become bound to issue additional
shares of Common Stock or Common Stock Equivalents or capital stock of any Subsidiary. The issuance and sale of the Shares will not obligate
the Company or any Subsidiary to issue shares of Common Stock or other securities to any Person (other than the Purchasers) and will not
result in a right of any holder of Company securities to adjust the exercise, conversion, exchange or reset price under any of such securities,
other than as provided in the Transaction Documents. There are no outstanding securities, or instruments of the Company or any Subsidiary
that contain any redemption or similar provisions, and there are no contracts, commitments, understandings or arrangements by which the
Company or any Subsidiary is or may become bound to redeem a security of the Company or such Subsidiary. The Company does not have any
stock appreciation rights or &ldquo;phantom stock&rdquo; plans or any similar plan or agreement. All of the outstanding shares of capital
stock of the Company are duly authorized, validly issued, fully paid and nonassessable, have been issued in compliance with all federal
and state securities laws, and none of such outstanding shares was issued in violation of any preemptive rights or similar rights to subscribe
for or purchase securities. No further approval or authorization of any stockholder, the Board of Directors or others is required for
the issuance and sale of the Shares. There are no stockholder agreements, voting agreements or other similar agreements with respect to
the Company&rsquo;s capital stock to which the Company is a party or, to the knowledge of the Company, between or among any of the Company&rsquo;s
stockholders.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(h)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>SEC Reports; Financial Statements</U>. The Company has filed all reports, schedules, forms, statements
and other documents required to be filed by the Company under the Securities Act and the Exchange Act, including pursuant to Section&nbsp;13(a)
or 15(d) thereof, for the two years preceding the date hereof (or such shorter period as the Company was required by law or regulation
to file such material) (the foregoing materials, including the exhibits thereto and documents incorporated by reference therein, being
collectively referred to herein as the &ldquo;<U>SEC Reports</U>&rdquo;) on a timely basis or has received a valid extension of such time
of filing and has filed any such SEC Reports prior to the expiration of any such extension. As of their respective dates, the SEC Reports
complied in all material respects with the requirements of the Securities Act and the Exchange Act, as applicable, and none of the SEC
Reports, when filed, contained any untrue statement of a material fact or omitted to state a material fact required to be stated therein
or necessary in order to make the statements therein, in the light of the circumstances under which they were made, not misleading. The
Company has never been an issuer subject to Rule 144(i) under the Securities Act. The financial statements of the Company included in
the SEC Reports comply in all material respects with applicable accounting requirements and the rules and regulations of the Commission
with respect thereto as in effect at the time of filing. Such financial statements have been prepared in accordance with United States
generally accepted accounting principles applied on a consistent basis during the periods involved (&ldquo;<U>GAAP</U>&rdquo;), except
as may be otherwise specified in such financial statements or the notes thereto and except that unaudited financial statements may not
contain all footnotes required by GAAP, and fairly present in all material respects the financial position of the Company and its consolidated
Subsidiaries as of and for the dates thereof and the results of operations and cash flows for the periods then ended, subject, in the
case of unaudited statements, to normal, immaterial, year-end audit adjustments.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(i)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Material Changes; Undisclosed Events, Liabilities or Developments</U>. Since the date of the latest
audited financial statements included within the SEC Reports, except as set forth on <U>Schedule 3.1(i)</U> or in the SEC Reports: (i)
there has been no event, occurrence or development that has had or that could reasonably be expected to result in a Material Adverse Effect,
(ii) the Company has not incurred any liabilities (contingent or otherwise) other than (A) trade payables and accrued expenses incurred
in the ordinary course of business consistent with past practice and (B) liabilities not required to be reflected in the Company&rsquo;s
financial statements pursuant to GAAP or disclosed in filings made with the Commission, (iii) the Company has not altered its method of
accounting, (iv) the Company has not declared or made any dividend or distribution of cash or other property to its stockholders or purchased,
redeemed or made any agreements to purchase or redeem any shares of its capital stock and (v) the Company has not issued any equity securities
to any officer, director or Affiliate, except pursuant to existing Company stock option or purchase plans. The Company does not have pending
before the Commission any request for confidential treatment of information. Except for the issuance of the Shares contemplated by this
Agreement or as set forth on <U>Schedule 3.1(i)</U>, no event, liability, fact, circumstance, occurrence or development has occurred or
exists, or is reasonably expected to occur or exist, with respect to the Company or its Subsidiaries or their respective businesses, properties,
operations, assets or financial condition, that would be required to be disclosed by the Company under applicable securities laws at the
time this representation is made or deemed made that has not been publicly disclosed at least 1 Trading Day prior to the date that this
representation is made.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(j)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Litigation</U>. There is no action, suit, inquiry, notice of violation, proceeding or investigation
pending or, to the knowledge of the Company, threatened against or affecting the Company, any Subsidiary or any of their respective properties
before or by any court, arbitrator, governmental or administrative agency or regulatory authority (federal, state, county, local or foreign)
(collectively, an &ldquo;<U>Action</U>&rdquo;) which (i) adversely affects or challenges the legality, validity or enforceability of any
of the Transaction Documents or the Shares or (ii) could, if there were an unfavorable decision, have or reasonably be expected to result
in a Material Adverse Effect. Neither the Company nor any Subsidiary, nor, to the knowledge of the Company, any director or officer thereof,
is or has been the subject of any Action involving a claim of violation of or liability under federal or state securities laws or a claim
of breach of fiduciary duty. There has not been, and to the knowledge of the Company, there is not pending or contemplated, any investigation
by the Commission involving the Company or any current or former director or officer of the Company. The Commission has not issued any
stop order or other order suspending the effectiveness of any registration statement filed by the Company or any Subsidiary under the
Exchange Act or the Securities Act.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(k)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Labor Relations</U>. No labor dispute exists or, to the knowledge of the Company, is imminent
with respect to any of the employees of the Company, which could reasonably be expected to result in a Material Adverse Effect. None of
the Company&rsquo;s or its Subsidiaries&rsquo; employees is a member of a union that relates to such employee&rsquo;s relationship with
the Company or such Subsidiary, and neither the Company nor any of its Subsidiaries is a party to a collective bargaining agreement, and
the Company and its Subsidiaries believe that their relationships with their employees are good. To the knowledge of the Company, no executive
officer of the Company or any Subsidiary is, or is now expected to be, in violation of any material term of any employment contract, confidentiality,
disclosure or proprietary information agreement or non-competition agreement, or any other contract or agreement or any restrictive covenant
in favor of any third party, and the continued employment of each such executive officer does not subject the Company or any of its Subsidiaries
to any liability with respect to any of the foregoing matters. The Company and its Subsidiaries are in compliance with all U.S. federal,
state, local and foreign laws and regulations relating to employment and employment practices, terms and conditions of employment and
wages and hours, except where the failure to be in compliance could not, individually or in the aggregate, reasonably be expected to have
a Material Adverse Effect.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(l)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Compliance</U>. Neither the Company nor any Subsidiary: (i) is in default under or in violation
of (and no event has occurred that has not been waived that, with notice or lapse of time or both, would result in a default by the Company
or any Subsidiary under), nor has the Company or any Subsidiary received notice of a claim that it is in default under or that it is in
violation of, any indenture, loan or credit agreement or any other agreement or instrument to which it is a party or by which it or any
of its properties is bound (whether or not such default or violation has been waived), (ii) is in violation of any judgment, decree, or
order of any court, arbitrator or other governmental authority or (iii) is or has been in violation of any statute, rule, ordinance or
regulation of any governmental authority, including without limitation all foreign, federal, state and local laws relating to taxes, environmental
protection, occupational health and safety, product quality and safety and employment and labor matters, except in each case as could
not have or reasonably be expected to result in a Material Adverse Effect.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(m)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Environmental Laws</U>. The Company and its Subsidiaries (i) are in compliance with all federal,
state, local and foreign laws relating to pollution or protection of human health or the environment (including ambient air, surface water,
groundwater, land surface or subsurface strata), including laws relating to emissions, discharges, releases or threatened releases of
chemicals, pollutants, contaminants, or toxic or hazardous substances or wastes (collectively, &ldquo;<U>Hazardous Materials</U>&rdquo;)
into the environment, or otherwise relating to the manufacture, processing, distribution, use, treatment, storage, disposal, transport
or handling of Hazardous Materials, as well as all authorizations, codes, decrees, demands, or demand letters, injunctions, judgments,
licenses, notices or notice letters, orders, permits, plans or regulations, issued, entered, promulgated or approved thereunder (&ldquo;<U>Environmental
Laws</U>&rdquo;); (ii) have received all permits, licenses or other approvals required of them under applicable Environmental Laws to
conduct their respective businesses; and (iii) are in compliance with all terms and conditions of any such permit, license or approval
where in each clause (i), (ii) and (iii), the failure to so comply could be reasonably expected to have, individually or in the aggregate,
a Material Adverse Effect.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(n)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Regulatory Permits</U>. The Company and the Subsidiaries possess all certificates, authorizations
and permits issued by the appropriate federal, state, local or foreign regulatory authorities necessary to conduct their respective businesses
as described in the SEC Reports, except where the failure to possess such permits could not reasonably be expected to result in a Material
Adverse Effect (&ldquo;<U>Material Permits</U>&rdquo;), and neither the Company nor any Subsidiary has received any notice of proceedings
relating to the revocation or modification of any Material Permit.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(o)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Title to Assets</U>. The Company and the Subsidiaries have good and marketable title in fee simple
to all real property owned by them and good and marketable title in all personal property owned by them that is material to the business
of the Company and the Subsidiaries, in each case free and clear of all Liens, except for (i) Liens as do not materially affect the value
of such property and do not materially interfere with the use made and proposed to be made of such property by the Company and the Subsidiaries
and (ii) Liens for the payment of federal, state or other taxes, for which appropriate reserves have been made therefor in accordance
with GAAP and the payment of which is neither delinquent nor subject to penalties. Any real property and facilities held under lease by
the Company and the Subsidiaries are held by them under valid, subsisting and enforceable leases with which the Company and the Subsidiaries
are in compliance.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(p)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Intellectual Property</U>. The Company and the Subsidiaries have, or have rights to use, all patents,
patent applications, trademarks, trademark applications, service marks, trade names, trade secrets, inventions, copyrights, licenses and
other intellectual property rights and similar rights as described in the SEC Reports as necessary or required for use in connection with
their respective businesses and which the failure to so have could have a Material Adverse Effect (collectively, the &ldquo;<U>Intellectual
Property Rights</U>&rdquo;). None of, and neither the Company nor any Subsidiary has received a notice (written or otherwise) that any
of, the Intellectual Property Rights has expired, terminated or been abandoned, or is expected to expire or terminate or be abandoned,
within two (2) years from the date of this Agreement. Neither the Company nor any Subsidiary has received, since the date of the latest
audited financial statements included within the SEC Reports, a written notice of a claim or otherwise has any knowledge that the Intellectual
Property Rights violate or infringe upon the rights of any Person, except as could not have or reasonably be expected to not have a Material
Adverse Effect. To the knowledge of the Company, all such Intellectual Property Rights are enforceable and there is no existing infringement
by another Person of any of the Intellectual Property Rights. The Company and its Subsidiaries have taken reasonable security measures
to protect the secrecy, confidentiality and value of all of their intellectual properties, except where failure to do so could not, individually
or in the aggregate, reasonably be expected to have a Material Adverse Effect.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(q)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Insurance</U>. The Company and the Subsidiaries are insured by insurers of recognized financial
responsibility against such losses and risks and in such amounts as are prudent and customary in the businesses in which the Company and
the Subsidiaries are engaged, including, but not limited to, directors and officers insurance coverage at least equal to the dollar amount
specified on <U>Schedule 3.1(q)</U>. Neither the Company nor any Subsidiary has any reason to believe that it will not be able to renew
its existing insurance coverage as and when such coverage expires or to obtain similar coverage from similar insurers as may be necessary
to continue its business without a significant increase in cost.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(r)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Transactions With Affiliates and Employees</U>. None of the officers or directors of the Company
or any Subsidiary and, to the knowledge of the Company, none of the employees of the Company or any Subsidiary is presently a party to
any transaction with the Company or any Subsidiary (other than for services as employees, officers and directors), including any contract,
agreement or other arrangement providing for the furnishing of services to or by, providing for rental of real or personal property to
or from, providing for the borrowing of money from or lending of money to or otherwise requiring payments to or from any officer, director
or such employee or, to the knowledge of the Company, any entity in which any officer, director, or any such employee has a substantial
interest or is an officer, director, trustee, stockholder, member or partner, in each case in excess of $120,000 other than for: (i) payment
of salary or consulting fees for services rendered, (ii) reimbursement for expenses incurred on behalf of the Company and (iii) other
employee benefits, including stock option agreements under any stock option plan of the Company.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(s)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Sarbanes-Oxley; Internal Accounting Controls</U>. The Company and the Subsidiaries are in material
compliance with any and all applicable requirements of the Sarbanes-Oxley Act of 2002 that are effective as of the date hereof, and any
and all applicable rules and regulations promulgated by the Commission thereunder that are effective as of the date hereof and as of the
Closing Date. The Company and the Subsidiaries maintain a system of internal accounting controls sufficient to provide reasonable assurance
that: (i) transactions are executed in accordance with management&rsquo;s general or specific authorizations, (ii) transactions are recorded
as necessary to permit preparation of financial statements in conformity with GAAP and to maintain asset accountability, (iii) access
to assets is permitted only in accordance with management&rsquo;s general or specific authorization, and (iv) the recorded accountability
for assets is compared with the existing assets at reasonable intervals and appropriate action is taken with respect to any differences.
The Company and the Subsidiaries have established disclosure controls and procedures (as defined in Exchange Act Rules 13a-15(e) and 15d-15(e))
for the Company and the Subsidiaries and designed such disclosure controls and procedures to ensure that information required to be disclosed
by the Company in the reports it files or submits under the Exchange Act is recorded, processed, summarized and reported, within the time
periods specified in the Commission&rsquo;s rules and forms. The Company&rsquo;s certifying officers have evaluated the effectiveness
of the disclosure controls and procedures of the Company and the Subsidiaries as of the end of the period covered by the most recently
filed periodic report under the Exchange Act (such date, the &ldquo;<U>Evaluation Date</U>&rdquo;). The Company presented in its most
recently filed periodic report under the Exchange Act the conclusions of the certifying officers about the effectiveness of the disclosure
controls and procedures based on their evaluations as of the Evaluation Date. Since the Evaluation Date, there have been no changes in
the internal control over financial reporting (as such term is defined in the Exchange Act) of the Company and its Subsidiaries that have
materially affected, or is reasonably likely to materially affect, the internal control over financial reporting of the Company or its
Subsidiaries.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(t)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Certain Fees</U>. No brokerage or finder&rsquo;s fees or commissions are or will be payable by
the Company or any Subsidiary to any broker, financial advisor or consultant, finder, placement agent, investment banker, bank or other
Person with respect to the transactions contemplated by the Transaction Documents. The Purchasers shall have no obligation with respect
to any fees or with respect to any claims made by or on behalf of other Persons for fees of a type contemplated in this Section&nbsp;that
may be due in connection with the transactions contemplated by the Transaction Documents.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(u)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Private Placement</U>. Assuming the accuracy of the Purchasers&rsquo; representations and warranties
set forth in Section&nbsp;3.2, no registration under the Securities Act is required for the offer and sale of the Shares by the Company
to the Purchasers as contemplated hereby. The issuance and sale of the Shares hereunder do not contravene the rules and regulations of
the Trading Market.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(v)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Investment Company</U>. The Company is not, and is not an Affiliate of, and immediately after
receipt of payment for the Shares, will not be or be an Affiliate of, an &ldquo;investment company&rdquo; within the meaning of the Investment
Company Act of 1940, as amended. The Company shall conduct its business in a manner so that it will not become an &ldquo;investment company&rdquo;
subject to registration under the Investment Company Act of 1940, as amended.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(w)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Registration Rights</U>. Other than each of the Purchasers, no Person has any right to cause the
Company to effect a registration under the Securities Act of any securities of the Company or any Subsidiary.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(x)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Listing and Maintenance Requirements</U>. The Common Stock is registered pursuant to Section&nbsp;12(b)
or 12(g) of the Exchange Act, and the Company has taken no action designed to terminate, or which to its knowledge is likely to have the
effect of terminating, the registration of the Common Stock under the Exchange Act nor has the Company received any notification that
the Commission is contemplating terminating such registration. Other than as disclosed in the SEC Reports, the Company has not, in the
12 months preceding the date hereof, received notice from any Trading Market on which the Common Stock is or has been listed or quoted
to the effect that the Company is not in compliance with the listing or maintenance requirements of such Trading Market. Other than as
disclosed in the SEC Reports, the Company is, and has no reason to believe that it will not in the foreseeable future continue to be,
in compliance with all such listing and maintenance requirements. The Common Stock is currently eligible for electronic transfer through
the Depository Trust Company or another established clearing corporation and the Company is current in payment of the fees to the Depository
Trust Company (or such other established clearing corporation) in connection with such electronic transfer.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(y)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Application of Takeover Protections</U>. The Company and the Board of Directors have taken all
necessary action, if any, in order to render inapplicable any control share acquisition, business combination, poison pill (including
any distribution under a rights agreement) or other similar anti-takeover provision under the Company&rsquo;s certificate of incorporation
(or similar charter documents) or the laws of its state of incorporation that is or could become applicable to the Purchasers as a result
of the Purchasers and the Company fulfilling their obligations or exercising their rights under the Transaction Documents, including without
limitation as a result of the Company&rsquo;s issuance of the Shares and the Purchasers&rsquo; ownership of the Shares.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(z)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Disclosure</U>. Except with respect to the material terms and conditions of the transactions contemplated
by the Transaction Documents, the Company confirms that neither it nor any other Person acting on its behalf has provided any of the Purchasers
or their agents or counsel with any information that it believes constitutes or might constitute material, non-public information. The
Company understands and confirms that the Purchasers will rely on the foregoing representation in effecting transactions in securities
of the Company. All of the disclosure furnished by or on behalf of the Company to the Purchasers regarding the Company and its Subsidiaries,
their respective businesses and the transactions contemplated hereby, including the Disclosure Schedules to this Agreement, is true and
correct and does not contain any untrue statement of a material fact or omit to state any material fact necessary in order to make the
statements made therein, in light of the circumstances under which they were made, not misleading. The press releases disseminated by
the Company during the 12 months preceding the date of this Agreement taken as a whole do not contain any untrue statement of a material
fact or omit to state a material fact required to be stated therein or necessary in order to make the statements therein, in light of
the circumstances under which they were made and when made, not misleading. The Company acknowledges and agrees that no Purchaser makes
or has made any representations or warranties with respect to the transactions contemplated hereby other than those specifically set forth
in Section&nbsp;3.2 hereof.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(aa)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Integrated Offering</U>. Assuming the accuracy of the Purchasers&rsquo; representations and
warranties set forth in Section&nbsp;3.2, neither the Company, nor any of its Affiliates, nor any Person acting on its or their behalf
has, directly or indirectly, made any offers or sales of any security or solicited any offers to buy any security, under circumstances
that would cause this offering of the Shares to be integrated with prior offerings by the Company for purposes of (i) the Securities Act
which would require the registration of any such securities under the Securities Act, or (ii) any applicable shareholder approval provisions
of any Trading Market on which any of the securities of the Company are listed or designated.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(bb)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Solvency</U>. &nbsp;Based on the consolidated financial condition of the Company as of the Closing
Date, after giving effect to the receipt by the Company of the proceeds from the sale of the Shares hereunder: (i) the fair saleable value
of the Company&rsquo;s assets exceeds the amount that will be required to be paid on or in respect of the Company&rsquo;s existing debts
and other liabilities (including known contingent liabilities) as they mature, (ii) the Company&rsquo;s assets do not constitute unreasonably
small capital to carry on its business as now conducted and as proposed to be conducted including its capital needs taking into account
the particular capital requirements of the business conducted by the Company, consolidated and projected capital requirements and capital
availability thereof, and (iii) the current cash flow of the Company, together with the proceeds the Company would receive, were it to
liquidate all of its assets, after taking into account all anticipated uses of the cash, would be sufficient to pay all amounts on or
in respect of its liabilities when such amounts are required to be paid. The Company does not intend to incur debts beyond its ability
to pay such debts as they mature (taking into account the timing and amounts of cash to be payable on or in respect of its debt). The
Company has no knowledge of any facts or circumstances which lead it to believe that it will file for reorganization or liquidation under
the bankruptcy or reorganization laws of any jurisdiction within one year from the Closing Date. <U>Schedule 3.1(bb)</U> sets forth as
of the date hereof all outstanding secured and unsecured Indebtedness of the Company or any Subsidiary, or for which the Company or any
Subsidiary has commitments. Neither the Company nor any Subsidiary is in default with respect to any Indebtedness. For the purposes of
this Agreement, &ldquo;<U>Indebtedness</U>&rdquo; means (x) any liabilities for borrowed money or amounts owed in excess of $100,000 (other
than trade accounts payable incurred in the ordinary course of business); (y) all guaranties, endorsements and other contingent obligations
in respect of indebtedness of others, whether or not the same are or should be reflected in the Company&rsquo;s consolidated balance sheet
(or the notes thereto), except guaranties by endorsement of negotiable instruments for deposit or collection or similar transactions in
the ordinary course of business; and (z) the present value of any lease payments in excess of $100,000 due under leases required to be
capitalized in accordance with GAAP.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(cc)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Tax Status</U>. Except as set forth on <U>Schedule 3.1(cc)</U> and for matters that would not,
individually or in the aggregate, have or reasonably be expected to result in a Material Adverse Effect, the Company and its Subsidiaries
each (i) has made or filed all United States federal, state and local income and all foreign income and franchise tax returns, reports
and declarations required by any jurisdiction to which it is subject, (ii) has paid all taxes and other governmental assessments and charges
that are material in amount, shown or determined to be due on such returns, reports and declarations and (iii) has set aside on its books
provision reasonably adequate for the payment of all material taxes for periods subsequent to the periods to which such returns, reports
or declarations apply. There are no unpaid taxes in any material amount claimed to be due by the taxing authority of any jurisdiction,
and the officers of the Company or of any Subsidiary know of no basis for any such claim.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(dd)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No General Solicitation</U>. Neither the Company nor any Person acting on behalf of the Company
has offered or sold any of the Shares by any form of general solicitation or general advertising. Assuming the accuracy of the Purchasers&rsquo;
representations and warranties under this Agreement, the Company has offered the Shares for sale only to the Purchasers and certain other
&ldquo;accredited investors&rdquo; within the meaning of Rule 501 under the Securities Act.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ee)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Foreign Corrupt Practices</U>. Neither the Company nor any Subsidiary nor, to the knowledge of
the Company or any Subsidiary, any agent or other person acting on behalf of the Company or any Subsidiary, has: (i) directly or indirectly,
used any funds for unlawful contributions, gifts, entertainment or other unlawful expenses related to foreign or domestic political activity,
(ii) made any unlawful payment to foreign or domestic government officials or employees or to any foreign or domestic political parties
or campaigns from corporate funds, (iii) failed to disclose fully any contribution made by the Company or any Subsidiary (or made by any
person acting on its behalf of which the Company is aware) which is in violation of law or (iv) violated in any material respect any provision
of FCPA.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ff)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Accountants</U>. The Company&rsquo;s accounting firm is set forth on <U>Schedule 3.1(ff)</U> of
the Disclosure Schedules. To the knowledge and belief of the Company, such accounting firm: (i) is a registered public accounting firm
as required by the Exchange Act and (ii) shall express its opinion with respect to the financial statements to be included in the Company&rsquo;s
Annual Report for the fiscal year ended December 31, 2023.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(gg)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Disagreements with Accountants and Lawyers</U>. There are no disagreements of any kind presently
existing, or reasonably anticipated by the Company to arise, between the Company and the accountants and lawyers formerly or presently
employed by the Company and the Company is current with respect to any fees owed to its accountants and lawyers which could affect the
Company&rsquo;s ability to perform any of its obligations under any of the Transaction Documents.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(hh)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Acknowledgment Regarding Purchasers&rsquo; Purchase of Shares</U>. To the Company&rsquo;s knowledge,
the Company acknowledges and agrees that each of the Purchasers is acting solely in the capacity of an arm&rsquo;s-length purchaser with
respect to the Transaction Documents and the transactions contemplated thereby. The Company further acknowledges that no Purchaser is
acting as a financial advisor or fiduciary of the Company (or in any similar capacity) with respect to the Transaction Documents and the
transactions contemplated thereby and any advice given by any Purchaser or any of their respective representatives or agents in connection
with the Transaction Documents and the transactions contemplated thereby is merely incidental to the Purchasers&rsquo; purchase of the
Shares. The Company further represents to each Purchaser that the Company&rsquo;s decision to enter into this Agreement and the other
Transaction Documents has been based solely on the independent evaluation of the transactions contemplated hereby by the Company and its
representatives.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ii)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Acknowledgment Regarding Purchaser&rsquo;s Trading Activity</U>. Anything in this Agreement or
elsewhere herein to the contrary notwithstanding (except for Sections 3.2(g) and 4.14 herein), it is understood and acknowledged by the
Company that: (i) none of the Purchasers has been asked by the Company to agree, nor has any Purchaser under this Agreement agreed, to
desist from purchasing or selling, long and/or short, securities of the Company, or &ldquo;derivative&rdquo; securities based on securities
issued by the Company or to hold the Shares for any specified term, (ii) past or future open market or other transactions by any Purchaser,
specifically including, without limitation, Short Sales or &ldquo;derivative&rdquo; transactions, before or after the closing of this
or future private placement transactions, may negatively impact the market price of the Company&rsquo;s publicly-traded securities, (iii)
any Purchaser, and counter-parties in &ldquo;derivative&rdquo; transactions to which any such Purchaser is a party, directly or indirectly,
may presently have a &ldquo;short&rdquo; position in the Common Stock and (iv) each Purchaser shall not be deemed to have any affiliation
with or control over any arm&rsquo;s length counter-party in any &ldquo;derivative&rdquo; transaction. The Company further understands
and acknowledges that (y) one or more Purchasers may engage in hedging activities at various times during the period that the Shares are
outstanding, and (z) such hedging activities (if any) could reduce the value of the existing stockholders&rsquo; equity interests in the
Company at and after the time that the hedging activities are being conducted. The Company acknowledges that such aforementioned hedging
activities do not constitute a breach of any of the Transaction Documents.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(jj)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Regulation M Compliance</U>. Within the past 12 months, the Company has not, and to its knowledge
no one acting on its behalf has, (i) taken, directly or indirectly, any action designed to cause or to result in the stabilization or
manipulation of the price of any security of the Company to facilitate the sale or resale of any of the Shares, (ii) sold, bid for, purchased,
or paid any compensation for soliciting purchases of, any of the Shares, or (iii) paid or agreed to pay to any Person any compensation
for soliciting another to purchase any other securities of the Company, other than compensation paid to the Placement Agent in connection
with the placement of the Series D Convertible Preferred Stock and any compensation payable to Northland Securities, Inc. in connection
with the prior placement of the Series E Convertible Preferred Stock. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(kk)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Office of Foreign Assets Control</U>. Neither the Company nor any Subsidiary nor, to the Company&rsquo;s
knowledge, any director, officer, agent, employee or affiliate of the Company or any Subsidiary is currently subject to any U.S. sanctions
administered by the Office of Foreign Assets Control of the U.S. Treasury Department.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(ll)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>U.S. Real Property Holding Corporation</U>. The Company is not and has never been a U.S. real
property holding corporation within the meaning of Section&nbsp;897 of the Internal Revenue Code of 1986, as amended, and the Company
shall so certify upon Purchaser&rsquo;s request.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(mm)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Bank Holding Company Act</U>. Neither the Company nor any of its Subsidiaries or, to the knowledge
of the Company, Affiliates is subject to the Bank Holding Company Act of 1956, as amended (the &ldquo;<U>BHCA</U>&rdquo;), and to regulation
by the Board of Governors of the Federal Reserve System (the &ldquo;<U>Federal Reserve</U>&rdquo;). Neither the Company nor any of its
Subsidiaries or, to the knowledge of the Company, Affiliates owns or controls, directly or indirectly, five percent (5%) or more of the
outstanding shares of any class of voting securities or twenty-five percent (25%) or more of the total equity of a bank or any entity
that is subject to the BHCA and to regulation by the Federal Reserve. Neither the Company nor any of its Subsidiaries or, to the knowledge
of the Company, Affiliates exercises a controlling influence over the management or policies of a bank or any entity that is subject to
the BHCA and to regulation by the Federal Reserve.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(nn)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Money Laundering</U>. &nbsp;The operations of the Company and its Subsidiaries &nbsp;are and have
been conducted at all times in compliance in all material respects with applicable financial record-keeping and reporting requirements
of the Currency and Foreign Transactions Reporting Act of 1970, as amended, applicable money laundering statutes and applicable rules
and regulations thereunder (collectively, the &ldquo;<U>Money Laundering Laws</U>&rdquo;), and no Action or Proceeding by or before any
court or governmental agency, authority or body or any arbitrator involving the Company or any Subsidiary with respect to the Money Laundering
Laws is pending or, to the knowledge of the Company or any Subsidiary, threatened.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(oo)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Disqualification Events</U>. With respect to the Shares to be offered and sold hereunder in
reliance on Rule 506 under the Securities Act, none of the Company, any of its predecessors, any affiliated issuer, any director, executive
officer, other officer of the Company participating in the offering hereunder, any beneficial owner of 20% or more of the Company&rsquo;s
outstanding voting equity securities, calculated on the basis of voting power, nor any promoter (as that term is defined in Rule 405 under
the Securities Act) connected with the Company in any capacity at the time of sale (each, an &ldquo;<U>Issuer Covered Person</U>&rdquo;
and, together, &ldquo;<U>Issuer Covered Persons</U>&rdquo;) is subject to any of the &ldquo;Bad Actor&rdquo; disqualifications described
in Rule 506(d)(1)(i) to (viii) under the Securities Act (a &ldquo;<U>Disqualification Event</U>&rdquo;), except for a Disqualification
Event covered by Rule 506(d)(2) or (d)(3). The Company has exercised reasonable care to determine whether any Issuer Covered Person is
subject to a Disqualification Event. The Company has complied, to the extent applicable, with its disclosure obligations under Rule 506(e),
and has furnished to the Purchasers a copy of any disclosures provided thereunder.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(pp)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Other Covered Persons</U>. The Company is not aware of any person (other than any Issuer Covered
Person) that has been or will be paid (directly or indirectly) remuneration for solicitation of purchasers in connection with the sale
of any Shares.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(qq)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Notice of Disqualification Events</U>. The Company will notify the Purchasers in writing, prior
to the Closing Date of (i) any Disqualification Event relating to any Issuer Covered Person and (ii) any event that would, with the passage
of time, become a Disqualification Event relating to any Issuer Covered Person.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">3.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Representations and Warranties of the Purchasers</U>. Each Purchaser, for itself and for no other
Purchaser, hereby represents and warrants as of the date hereof and as of the Closing Date to the Company as follows (unless as of a specific
date therein, in which case they shall be accurate as of such date):</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Organization; Authority</U>. Such Purchaser is either an individual or an entity duly incorporated
or formed, validly existing and in good standing under the laws of the jurisdiction of its incorporation or formation with full right,
corporate, partnership, limited liability company or similar power and authority to enter into and to consummate the transactions contemplated
by the Transaction Documents and otherwise to carry out its obligations hereunder and thereunder. The execution and delivery of the Transaction
Documents and performance by such Purchaser of the transactions contemplated by the Transaction Documents have been duly authorized by
all necessary corporate, partnership, limited liability company or similar action, as applicable, on the part of such Purchaser. Each
Transaction Document to which it is a party has been duly executed by such Purchaser, and when delivered by such Purchaser in accordance
with the terms hereof and thereof, will constitute the valid and legally binding obligation of such Purchaser, enforceable against it
in accordance with its terms, except: (i) as limited by general equitable principles and applicable bankruptcy, insolvency, reorganization,
moratorium and other laws of general application affecting enforcement of creditors&rsquo; rights generally, (ii) as limited by laws relating
to the availability of specific performance, injunctive relief or other equitable remedies and (iii) insofar as indemnification and contribution
provisions may be limited by applicable law or public policy.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Own Account</U>. Such Purchaser understands that the Shares and Conversion Shares are &ldquo;restricted
securities&rdquo; and have not been registered under the Securities Act or any applicable state securities law and is acquiring the Shares
and Conversion Shares as principal for its own account and not with a view to or for distributing or reselling such Shares or Conversion
Shares or any part thereof in violation of the Securities Act or any applicable state securities law, has no present intention of distributing
any of such Shares or Conversion Shares in violation of the Securities Act or any applicable state securities law and has no direct or
indirect arrangement or understandings with any other persons to distribute or regarding the distribution of such Shares or Conversion
Shares in violation of the Securities Act or any applicable state securities law (this representation and warranty not limiting such Purchaser&rsquo;s
right to sell the Conversion Shares pursuant to the Registration Statement or otherwise in compliance with applicable federal and state
securities laws). Such Purchaser is acquiring the Shares and Conversion Shares hereunder in the ordinary course of its business.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Purchaser Status</U>. At the time such Purchaser was offered the Shares, it was, and as of the
date hereof it is, either: (i) an &ldquo;accredited investor&rdquo; as defined in Rule 501(a)(1), (a)(2), (a)(3), (a)(5), (a)(7), (a)(8)
or (a)(9) under the Securities Act or (ii) a &ldquo;qualified institutional buyer&rdquo; as defined in Rule 144A(a) under the Securities
Act.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Experience of Such Purchaser</U>. Such Purchaser, either alone or together with its representatives,
has such knowledge, sophistication and experience in business and financial matters so as to be capable of evaluating the merits and risks
of the prospective investment in the Shares and Conversion Shares, and has so evaluated the merits and risks of such investment. Such
Purchaser is able to bear the economic risk of an investment in the Shares and Conversion Shares and, at the present time, is able to
afford a complete loss of such investment. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(e)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>General Solicitation</U>. Such Purchaser is not purchasing the Shares or the Conversion Shares
as a result of any advertisement, article, notice or other communication regarding the Shares or the Conversion Shares published in any
newspaper, magazine or similar media or broadcast over television or radio or presented at any seminar or, to such Purchaser&rsquo;s knowledge,
any other general solicitation or general advertisement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(f)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Access to Information</U>. Such Purchaser acknowledges that it has had the opportunity to review
the Transaction Documents (including all exhibits and schedules thereto) and the SEC Reports and has been afforded (i) the opportunity
to ask such questions as it has deemed necessary of, and to receive answers from, representatives of the Company concerning the terms
and conditions of the offering of the Shares and Conversion Shares and the merits and risks of investing in the Shares and Conversion
Shares; (ii) access to information about the Company and its financial condition, results of operations, business, properties, management
and prospects sufficient to enable it to evaluate its investment; and (iii) the opportunity to obtain such additional information that
the Company possesses or can acquire without unreasonable effort or expense that is necessary to make an informed investment decision
with respect to the investment. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(g)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Certain Transactions and Confidentiality</U>. Other than consummating the transactions contemplated
hereunder, such Purchaser has not directly or indirectly, nor has any Person acting on behalf of or pursuant to any understanding with
such Purchaser, executed any purchases or sales, including Short Sales, of the securities of the Company during the period commencing
as of the time that such Purchaser first received a term sheet (written or oral) from the Company or any other Person representing the
Company setting forth the material terms of the transactions contemplated hereunder and ending immediately prior to the execution hereof.
Notwithstanding the foregoing, in the case of a Purchaser that is a multi-managed investment vehicle whereby separate portfolio managers
manage separate portions of such Purchaser&rsquo;s assets and the portfolio managers have no direct knowledge of the investment decisions
made by the portfolio managers managing other portions of such Purchaser&rsquo;s assets, the representation set forth above shall only
apply with respect to the portion of assets managed by the portfolio manager that made the investment decision to purchase the Shares
covered by this Agreement. Other than to other Persons party to this Agreement or to such Purchaser&rsquo;s representatives, including,
without limitation, its officers, directors, partners, legal and other advisors, agents and Affiliates, such Purchaser has maintained
the confidentiality of all disclosures made to it in connection with this transaction (including the existence and terms of this transaction).
Notwithstanding the foregoing, for avoidance of doubt, nothing contained herein shall constitute a representation or warranty, or preclude
any actions, with respect to the identification of the availability of, or securing of, available shares to borrow in order to effect
Short Sales or similar transactions in the future.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Company acknowledges
and agrees that the representations contained in this Section&nbsp;3.2 shall not modify, amend or affect such Purchaser&rsquo;s right
to rely on the Company&rsquo;s representations and warranties contained in this Agreement or any representations and warranties contained
in any other Transaction Document or any other document or instrument executed and/or delivered in connection with this Agreement or the
consummation of the transaction contemplated hereby.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><B>ARTICLE
IV.</B></FONT><FONT STYLE="font-size: 10pt"><BR>
<B>OTHER AGREEMENTS OF THE PARTIES</B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Transfer Restrictions</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The Shares and Conversion Shares may only be disposed of in compliance with state and federal securities
laws. In connection with any transfer of Shares or Conversion Shares other than pursuant to an effective registration statement or Rule
144, to the Company or to an Affiliate of a Purchaser or in connection with a pledge as contemplated in Section&nbsp;4.1(b), the Company
may require the transferor thereof to provide to the Company an opinion of counsel selected by the transferor and reasonably acceptable
to the Company, the form and substance of which opinion shall be reasonably satisfactory to the Company, to the effect that such transfer
does not require registration of such transferred Shares or Conversion Shares under the Securities Act. As a condition of transfer, any
such transferee shall agree in writing to be bound by the terms of this Agreement and the Registration Rights Agreement and shall have
the rights and obligations of a Purchaser under this Agreement and the Registration Rights Agreement.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The Purchasers agree to the imprinting, so long as is required by this Section&nbsp;4.1, of a legend
on any of the Shares and Conversion Shares in the following form:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 1in 12pt; text-align: justify">THIS SECURITY HAS NOT BEEN REGISTERED WITH
THE SECURITIES AND EXCHANGE COMMISSION OR THE SECURITIES COMMISSION OF ANY STATE IN RELIANCE UPON AN EXEMPTION FROM REGISTRATION UNDER
THE SECURITIES ACT OF 1933, AS AMENDED (THE &ldquo;SECURITIES ACT&rdquo;), AND, ACCORDINGLY, MAY NOT BE OFFERED OR SOLD EXCEPT PURSUANT
TO AN EFFECTIVE REGISTRATION STATEMENT UNDER THE SECURITIES ACT OR PURSUANT TO AN AVAILABLE EXEMPTION FROM, OR IN A TRANSACTION NOT SUBJECT
TO, THE REGISTRATION REQUIREMENTS OF THE SECURITIES ACT AND IN ACCORDANCE WITH APPLICABLE STATE SECURITIES LAWS. THIS SECURITY MAY BE
PLEDGED IN CONNECTION WITH A BONA FIDE MARGIN ACCOUNT WITH A REGISTERED BROKER-DEALER OR OTHER LOAN WITH A FINANCIAL INSTITUTION THAT
IS AN &ldquo;ACCREDITED INVESTOR&rdquo; AS DEFINED IN RULE 501(a) UNDER THE SECURITIES ACT OR OTHER LOAN SECURED BY SUCH SECURITIES.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Company acknowledges
and agrees that a Purchaser may from time to time pledge pursuant to a bona fide margin agreement with a registered broker-dealer or grant
a security interest in some or all of the Shares or Conversion Shares to a financial institution that is an &ldquo;accredited investor&rdquo;
as defined in Rule 501(a) under the Securities Act and who agrees to be bound by the provisions of this Agreement and the Registration
Rights Agreement and, if required under the terms of such arrangement, such Purchaser may transfer pledged or secured Shares or Conversion
Shares to the pledgees or secured parties. Such a pledge or transfer would not be subject to approval of the Company and no legal opinion
of legal counsel of the pledgee, secured party or pledgor shall be required in connection therewith. Further, no notice shall be required
of such pledge. At the appropriate Purchaser&rsquo;s expense, the Company will execute and deliver such reasonable documentation as a
pledgee or secured party of Shares or Conversion Shares may reasonably request in connection with a pledge or transfer of the Shares or
Conversion Shares, including, if the Conversion Shares are subject to registration pursuant to the Registration Rights Agreement, the
preparation and filing of any required prospectus supplement under Rule 424(b)(3) under the Securities Act or other applicable provision
of the Securities Act to appropriately amend the list of Selling Stockholders (as defined in the Registration Rights Agreement) thereunder.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Certificates evidencing the Shares or Conversion Shares shall not contain any legend (including the
legend set forth in Section&nbsp;4.1(b) hereof), (i) while a registration statement (including the Registration Statement) covering the
resale of such security is effective under the Securities Act, (ii) following any sale of such Shares or Conversion Shares pursuant to
Rule 144, (iii) if such Shares are eligible for sale under Rule 144, and the Company is then in compliance with the current public information
required under Rule 144 or if the Conversion Shares may be sold without the requirement for the Company to be in compliance with the current
public information required under Rule 144 as to such Shares or Conversion Shares and without volume or manner-of-sale restrictions, or
(iv) if such legend is not required under applicable requirements of the Securities Act (including judicial interpretations and pronouncements
issued by the staff of the Commission), the Company shall instruct its Transfer Agent to remove the legend from certificates evidencing
the Shares or Conversion Shares. The Company shall, at its expense, cause its counsel to issue a legal opinion to the Transfer Agent promptly
after the Effective Date if required by the Transfer Agent to effect the removal of the legend hereunder or if requested by a Purchaser
and shall instruct its Transfer Agent to remove the legend without requiring a medallion guarantee and provide such indemnity to its Transfer
Agent as the Transfer Agent may require to waive any medallion guarantee requirement. The Company agrees that following the Effective
Date or at such time as such legend is no longer required under this Section&nbsp;4.1(c), it will, no later than the earlier of (i) two
(2) Trading Days and (ii) the number of Trading Days comprising the Standard Settlement Period (as defined below), in each case following
the delivery by a Purchaser to the Company or the Transfer Agent of a certificate representing Shares and Conversion Shares issued with
a restrictive legend (such earlier date, the &ldquo;<U>Legend Removal Date</U>&rdquo;), deliver or cause to be delivered to such Purchaser
a certificate representing such shares that is free from all restrictive and other legends. The Company may not make any notation on its
records or give instructions to the Transfer Agent that enlarge the restrictions on transfer set forth in this Section&nbsp;4. The Company
shall cause certificates for Shares or Conversion Shares subject to legend removal hereunder to be transmitted by the Transfer Agent to
the Purchaser by crediting the account of the Purchaser&rsquo;s prime broker with the Depository Trust Company System as directed by such
Purchaser. As used herein, &ldquo;<U>Standard Settlement Period</U>&rdquo; means the standard settlement period, expressed in a number
of Trading Days, on the Company&rsquo;s primary Trading Market with respect to the Common Stock as in effect on the date of delivery of
a stock certificate for removal of legends.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Each Purchaser, severally and not jointly with the other Purchasers, agrees that such Purchaser may
only sell any Shares or Conversion Shares pursuant to either the registration requirements of the Securities Act, including any applicable
prospectus delivery requirements, or an exemption therefrom, and that if Shares or Conversion Shares are sold pursuant to a Registration
Statement, they will be sold in compliance with the plan of distribution set forth therein, and acknowledges that the removal of the restrictive
legend from certificates representing Shares or Conversion Shares as set forth in this Section&nbsp;4.1 is predicated upon the Company&rsquo;s
reliance upon this understanding.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(e)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The Company shall hold a special meeting of stockholders (which may also be the annual meeting of
stockholders) at the earliest practical date, but in no event later than 120 days following the Closing Date (150 days in the event of
a review of the proxy statement by the Commission), for the purpose of obtaining Stockholder Approval, with the recommendation of the
Company&rsquo;s Board of Directors that such proposal be approved, and the Company shall solicit proxies from its stockholders in connection
therewith in the same manner as all other management proposals in such proxy statement and all management-appointed proxy-holders shall
vote their proxies in favor of such proposal. The Company shall use best efforts to obtain Stockholder Approval. If the Company does not
obtain Stockholder Approval at the first meeting, the Company shall call a meeting every four months thereafter to seek Stockholder Approval
until Stockholder Approval is obtained. Prior to any such stockholder meeting, the Company shall timely file a proxy statement pursuant
to Section&nbsp;14(a) of the Exchange Act in compliance in all material respects with the provisions of the Company&rsquo;s bylaws and
all applicable law. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Furnishing of Information; Public Information</U>. Until the time that (i) no Purchaser owns Shares
or (ii) 24 months after the date hereof, the Company covenants to maintain the registration of the Common Stock under Section&nbsp;12(b)
or 12(g) of the Exchange Act and to timely file (or obtain extensions in respect thereof and file within the applicable grace period)
all reports required to be filed by the Company after the date hereof pursuant to the Exchange Act even if the Company is not then subject
to the reporting requirements of the Exchange Act.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.3</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Integration</U>. The Company shall not sell, offer for sale or solicit offers to buy or otherwise
negotiate in respect of any security (as defined in Section&nbsp;2 of the Securities Act) that would be integrated with the offer or sale
of the Shares in a manner that would require the registration under the Securities Act of the sale of the Shares or that would be integrated
with the offer or sale of the Shares for purposes of the rules and regulations of any Trading Market such that it would require shareholder
approval prior to the closing of such other transaction unless shareholder approval is obtained before the closing of such subsequent
transaction.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.4</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Securities Laws Disclosure; Publicity</U>. The Company shall file a Current Report on Form 8-K
or Quarterly Report on Form&nbsp;10-Q (either such filing, the &ldquo;<U>SEC Filing</U>&rdquo;) disclosing the material terms of the transactions
contemplated hereby, including the Transaction Documents as exhibits thereto, with the Commission within the time required by the Exchange
Act. From and after the filing of such SEC Filing, the Company represents to the Purchasers that it shall have publicly disclosed all
material, non-public information delivered to any of the Purchasers by the Company or any of its Subsidiaries, or any of their respective
officers, directors, employees or agents in connection with the transactions contemplated by the Transaction Documents. The Company and
each Purchaser shall consult with each other in issuing any press releases with respect to the transactions contemplated hereby, and neither
the Company nor any Purchaser shall issue any such press release nor otherwise make any such public statement without the prior consent
of the Company, with respect to any press release of any Purchaser, or without the prior consent of each Purchaser, with respect to any
press release of the Company, which consent shall not unreasonably be withheld or delayed, except if such disclosure is required by law,
in which case the disclosing party shall promptly provide the other party with prior notice of such public statement or communication.
Notwithstanding the foregoing, the Company shall not publicly disclose the name of any Purchaser, or include the name of any Purchaser
in any filing with the Commission or any regulatory agency or Trading Market, without the prior written consent of such Purchaser, except:
(a) as required by federal securities law in connection with (i) any registration statement contemplated by the Registration Rights Agreement
and (ii) the filing of final Transaction Documents with the Commission and (b) to the extent such disclosure is required by law or Trading
Market regulations, in which case the Company shall provide the Purchasers with prior notice of such disclosure permitted under this clause
(b).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.5</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Shareholder Rights Plan</U>. No claim will be made or enforced by the Company or, with the consent
of the Company, any other Person, that any Purchaser is an &ldquo;Acquiring Person&rdquo; under any control share acquisition, business
combination, poison pill (including any distribution under a rights agreement) or similar anti-takeover plan or arrangement in effect
or hereafter adopted by the Company, or that any Purchaser could be deemed to trigger the provisions of any such plan or arrangement,
by virtue of receiving Shares under the Transaction Documents or under any other agreement between the Company and the Purchasers.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.6</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Non-Public Information</U>. Except with respect to the material terms and conditions of the transactions
contemplated by the Transaction Documents, which shall be disclosed pursuant to Section&nbsp;4.4, the Company covenants and agrees that
neither it, nor any other Person acting on its behalf will provide any Purchaser or its agents or counsel with any information that constitutes,
or the Company reasonably believes constitutes, material non-public information, unless prior thereto such Purchaser shall have consented
to the receipt of such information and agreed with the Company to keep such information confidential. The Company understands and confirms
that each Purchaser shall be relying on the foregoing covenant in effecting transactions in securities of the Company. To the extent that
the Company delivers any material, non-public information to a Purchaser without such Purchaser&rsquo;s consent, the Company hereby covenants
and agrees that such Purchaser shall not have any duty of confidentiality to the Company, any of its Subsidiaries, or any of their respective
officers, directors, agents, employees or Affiliates, or a duty to the Company, and of its Subsidiaries or any of their respective officers,
directors, agents, employees or Affiliates not to trade on the basis of, such material, non-public information, provided that the Purchaser
shall remain subject to applicable law. To the extent that any notice provided pursuant to any Transaction Document constitutes, or contains,
material, non-public information regarding the Company or any Subsidiaries, the Company shall simultaneously file such notice with the
Commission pursuant to a Current Report on Form 8-K. The Company understands and confirms that each Purchaser shall be relying on the
foregoing covenant in effecting transactions in securities of the Company.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.7</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Use of Proceeds</U>. Except as set forth on <U>Schedule 4.7</U> attached hereto, the Company shall
use the net proceeds from the sale of the Shares hereunder for working capital purposes.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.8</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Indemnification of Purchasers</U>. Subject to the provisions of this Section&nbsp;4.8, the Company
will indemnify and hold each Purchaser and its directors, officers, shareholders, members, partners, employees and agents (and any other
Persons with a functionally equivalent role of a Person holding such titles notwithstanding a lack of such title or any other title),
each Person who controls such Purchaser (within the meaning of Section&nbsp;15 of the Securities Act and Section&nbsp;20 of the Exchange
Act), and the directors, officers, shareholders, agents, members, partners or employees (and any other Persons with a functionally equivalent
role of a Person holding such titles notwithstanding a lack of such title or any other title) of such controlling persons (each, a &ldquo;<U>Purchaser
Party</U>&rdquo;) harmless from any and all losses, liabilities, obligations, claims, contingencies, damages, costs and expenses, including
all judgments, amounts paid in settlements, court costs and reasonable attorneys&rsquo; fees and costs of investigation that any such
Purchaser Party may suffer or incur as a result of or relating to (a) any breach of any of the representations, warranties, covenants
or agreements made by the Company in this Agreement or in the other Transaction Documents or (b) any action instituted against the Purchaser
Parties in any capacity, or any of them or their respective Affiliates, by any stockholder of the Company who is not an Affiliate of such
Purchaser Parties, with respect to any of the transactions contemplated by the Transaction Documents (unless such action is based upon
a breach of such Purchaser Party&rsquo;s representations, warranties or covenants under the Transaction Documents or any agreements or
understandings such Purchaser Parties may have with any such stockholder or any violations by such Purchaser Parties of state or federal
securities laws or any conduct by such Purchaser Parties which constitutes fraud, gross negligence, willful misconduct or malfeasance).
If any action shall be brought against any Purchaser Party in respect of which indemnity may be sought pursuant to this Agreement, such
Purchaser Party shall promptly notify the Company in writing, and the Company shall have the right to assume the defense thereof with
counsel of its own choosing reasonably acceptable to the Purchaser Party. Any Purchaser Party shall have the right to employ separate
counsel in any such action and participate in the defense thereof, but the fees and expenses of such counsel shall be at the expense of
such Purchaser Party except to the extent that (i) the employment thereof has been specifically authorized by the Company in writing,
(ii) the Company has failed after a reasonable period of time to assume such defense and to employ counsel or (iii) in such action there
is, in the reasonable opinion of counsel, a material conflict on any material issue between the position of the Company and the position
of such Purchaser Party, in which case the Company shall be responsible for the reasonable fees and expenses of no more than one such
separate counsel. The Company will not be liable to any Purchaser Party under this Agreement (y) for any settlement by such Purchaser
Party effected without the Company&rsquo;s prior written consent, which shall not be unreasonably withheld or delayed; or (z) to the extent,
but only to the extent that a loss, claim, damage or liability is attributable to such Purchaser Party&rsquo;s breach of any of the representations,
warranties, covenants or agreements made by such Purchaser Party in this Agreement or in the other Transaction Documents. The indemnification
required by this Section&nbsp;4.8 shall be made by periodic payments of the amount thereof during the course of the investigation or defense,
as and when bills are received or are incurred. The indemnity agreements contained herein shall be in addition to any cause of action
or similar right of any Purchaser Party against the Company or others and any liabilities the Company may be subject to pursuant to law.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.9</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Reservation of Common Stock</U>. As of the date hereof, the Company has reserved and the Company
shall continue to reserve and keep available at all times, free of preemptive rights, a sufficient number of shares of Common Stock for
the purpose of enabling the Company to issue Conversion Shares upon conversion of the Preferred Stock.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.10</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Listing of Common Stock</U>. The Company hereby agrees to use best efforts to maintain the listing
or quotation of the Common Stock on the Trading Market on which it is currently listed, and concurrently with the Closing, the Company
shall apply to list or quote all of the Conversion Shares on such Trading Market and promptly secure the listing or quotation of all of
the Conversion Shares on such Trading Market. The Company further agrees, if the Company applies to have the Common Stock traded on any
other Trading Market, it will then include in such application all of the Conversion Shares, and will take such other action as is necessary
to cause all of the Conversion Shares to be listed or quoted on such other Trading Market as promptly as possible. The Company will then
take all action reasonably necessary to continue the listing or quotation and trading of its Common Stock on a Trading Market and will
comply in all respects with the Company&rsquo;s reporting, filing and other obligations under the bylaws or rules of the Trading Market.
The Company shall maintain the eligibility of the Common Stock for electronic transfer through the Depository Trust Company or another
established clearing corporation, including, without limitation, by timely payment of fees to the Depository Trust Company or such other
established clearing corporation in connection with such electronic transfer.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.11</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Equal Treatment of Purchasers</U>. No consideration (including any modification of any Transaction
Document) shall be offered or paid to any Person to amend or consent to a waiver or modification of any provision of this Agreement or
any of the Transaction Documents unless the same consideration is also offered to all of the parties to this Agreement or any of the Transaction
Documents. For clarification purposes, this provision constitutes a separate right granted to each Purchaser by the Company and negotiated
separately by each Purchaser, and is intended for the Company to treat the Purchasers as a class and shall not in any way be construed
as the Purchasers acting in concert or as a group with respect to the purchase, disposition or voting of Shares or Conversion Shares or
otherwise.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.12</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Certain Transactions and Confidentiality</U>. Each Purchaser, severally and not jointly with the
other Purchasers, covenants that neither it, nor any Affiliate acting on its behalf or pursuant to any understanding with it will execute
any purchases or sales, including Short Sales, of any of the Company&rsquo;s securities during the period commencing with the execution
of this Agreement and ending at such time that the transactions contemplated by this Agreement are first publicly announced pursuant to
the SEC Filing as described in Section&nbsp;4.4. Each Purchaser, severally and not jointly with the other Purchasers, covenants that until
such time as the transactions contemplated by this Agreement are publicly disclosed by the Company pursuant to the SEC Filing as described
in Section&nbsp;4.4, such Purchaser will maintain the confidentiality of the existence and terms of this transaction and the information
included in the Transaction Documents and the Disclosure Schedules. Notwithstanding the foregoing, and notwithstanding anything contained
in this Agreement to the contrary, the Company expressly acknowledges and agrees that (i) no Purchaser makes any representation, warranty
or covenant hereby that it will not engage in effecting transactions in any securities of the Company after the time that the transactions
contemplated by this Agreement are first publicly announced pursuant to the SEC Filing as described in Section&nbsp;4.4, (ii) no Purchaser
shall be restricted or prohibited from effecting any transactions in any securities of the Company in accordance with applicable securities
laws from and after the time that the transactions contemplated by this Agreement are first publicly announced pursuant to the SEC Filing
as described in Section&nbsp;4.4 and (iii) this Agreement shall impose no duty on any Purchaser of confidentiality or to not trade in
the securities of the Company to the Company or its Subsidiaries after the issuance of the SEC Filing as described in Section&nbsp;4.4.
Notwithstanding the foregoing, in the case of a Purchaser that is a multi-managed investment vehicle whereby separate portfolio managers
manage separate portions of such Purchaser&rsquo;s assets and the portfolio managers have no direct knowledge of the investment decisions
made by the portfolio managers managing other portions of such Purchaser&rsquo;s assets, the covenant set forth above shall only apply
with respect to the portion of assets managed by the portfolio manager that made the investment decision to purchase the Shares covered
by this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.13</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Form D; Blue Sky Filings</U>. The Company shall timely file a Form D with respect to the Shares
and Conversion Shares as required under Regulation D and provide a copy thereof, promptly upon request of any Purchaser. The Company shall
take such action as the Company shall reasonably determine is necessary in order to obtain an exemption for, or to qualify the Shares
for, sale to the Purchasers at the Closing under applicable securities or &ldquo;Blue Sky&rdquo; laws of the states of the United States,
and shall provide evidence of such actions promptly upon request of any Purchaser.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.14</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Acknowledgment of Dilution</U>. The Company acknowledges that the issuance of the Shares may result
in dilution of the outstanding shares of Common Stock, which dilution may be substantial. The Company further acknowledges that its obligations
under the Transaction Documents, including, without limitation, its obligation to issue the Shares and Conversion Shares pursuant to the
Transaction Documents, are unconditional and absolute and not subject to any right of set off, counterclaim, delay or reduction, regardless
of the effect of any such dilution or any claim the Company may have against any Purchaser and regardless of the dilutive effect that
such issuance may have on the ownership of the other stockholders of the Company.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.15</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Subsequent Financing</U>. From the date hereof until the date that is the twenty four (24) month
anniversary of the Effective Date, the Company shall use its commercially reasonable efforts to, prior to any issuance by the Company
or any of its Subsidiaries of Common Stock or Common Stock Equivalents for cash consideration, or a combination of units thereof (a &ldquo;<U>Subsequent
Financing</U>&rdquo;), provide each Purchaser with (x) written notice of the Subsequent Financing (including the contemplated terms and
conditions of the Subsequent Financing, the amount of proceeds intended to be raised thereunder and the Person or Persons through or with
whom such Subsequent Financing is proposed to be effected) and (y) the opportunity to consult reasonably with the Company with respect
to the terms and conditions of such Subsequent Financing.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.16</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Subsequent Equity Sales</U>. Without the prior written consent of the Purchasers, the Company
or any Subsidiary as applicable shall not, on or prior to June 30, 2024, sell or issue Common Stock or Common Stock Equivalents (a &ldquo;<U>Subsequent
Issuance</U>&rdquo;), if such Subsequent Issuance entitles any Person to acquire shares of Common Stock at an effective price per share
that is lower than the then Conversion Price (as defined in the Preferred Stock) (such lower price, the &ldquo;<U>Base Conversion Price</U>&rdquo;).
If the Purchasers do consent to a Subsequent Issuance, the Company shall authorize a new series of its preferred stock, par value $0.001
per share (the &ldquo;<U>New Preferred</U>&rdquo;), which shall contain the identical rights, preferences and terms as the Preferred Stock
except that the conversion price of the New Preferred shall be the Base Conversion Price. The Company shall thereupon issue to each Purchaser
(in exchange for such Purchaser&rsquo;s shares of Preferred Stock) a number of shares of New Preferred equal to the number of shares then
held by such Purchaser of the Preferred Stock. Any such exchange shall be pursuant to the terms of Section&nbsp;3(a)(9) of the Securities
Act. Any shares of New Preferred, upon issuance to a Purchaser pursuant hereto, and any shares of Common Stock issuable upon conversion
of the New Preferred, upon conversion pursuant to the terms thereof, shall be duly authorized, validly issued, fully paid and nonassessable.
Any shares of Preferred Stock exchanged for shares of New Preferred shall be cancelled. This Section&nbsp;4.16 shall not be applicable
in respect to an Exempt Issuance. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><B>ARTICLE
V.<FONT STYLE="font-size: 10pt"><BR>
MISCELLANEOUS</FONT></B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Termination</U>. This Agreement may be terminated by any Purchaser, as to such Purchaser&rsquo;s
obligations hereunder only and without any effect whatsoever on the obligations between the Company and the other Purchasers, by written
notice to the other parties, if the Closing has not been consummated on or before November&nbsp;30, 2023; provided, however, that such
termination will not affect the right of any party to sue for any breach by any other party (or parties).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Fees and Expenses</U>. Except as expressly set forth in the Transaction Documents to the contrary,
each party shall pay the fees and expenses of its advisers, counsel, accountants and other experts, if any, and all other expenses incurred
by such party incident to the negotiation, preparation, execution, delivery and performance of this Agreement. The Company shall pay all
Transfer Agent fees (including, without limitation, any fees required for same-day processing of any instruction letter delivered by the
Company), stamp taxes and other taxes and duties levied in connection with the delivery of any Shares and Conversion Shares to the Purchasers.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.3</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Entire Agreement</U>. The Transaction Documents, together with the exhibits and schedules thereto,
contain the entire understanding of the parties with respect to the subject matter hereof and thereof and supersede all prior agreements
and understandings, oral or written, with respect to such matters, which the parties acknowledge have been merged into such documents,
exhibits and schedules.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.4</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Notices</U>. Any and all notices or other communications or deliveries required or permitted to
be provided hereunder shall be in writing and shall be deemed given and effective on the earliest of: (a) the date of transmission, if
such notice or communication is delivered via email at the address set forth on the signature pages attached hereto at or prior to 5:30
p.m. (New York City time) on a Trading Day, (b) the next Trading Day after the date of transmission, if such notice or communication is
delivered via email at the address set forth on the signature pages attached hereto on a day that is not a Trading Day or later than 5:30
p.m. (New York City time) on any Trading Day, (c) the second (2<SUP>nd</SUP>) Trading Day following the date of mailing, if sent by U.S.
nationally recognized overnight courier service or (d) upon actual receipt by the party to whom such notice is required to be given. The
address for such notices and communications shall be as set forth on the signature pages attached hereto. To the extent that any notice
provided pursuant to any Transaction Document constitutes, or contains material, non-public information regarding the Company or any of
the Subsidiaries, the Company shall simultaneously file such notice with the Commission pursuant to a Current Report on Form 8-K.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.5</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Amendments; Waivers</U>. No provision of this Agreement may be waived, modified, supplemented
or amended except in a written instrument signed, in the case of an amendment, by the Company and the Purchasers holding at least 51%
in interest of the Shares then outstanding or, in the case of a waiver, by the party against whom enforcement of any such waived provision
is sought; provided, that if any amendment, modification or waiver disproportionately and adversely impacts a Purchaser (or group of Purchasers),
the consent of such disproportionately impacted Purchaser (or group of Purchasers) shall also be required. No waiver of any default with
respect to any provision, condition or requirement of this Agreement shall be deemed to be a continuing waiver in the future or a waiver
of any subsequent default or a waiver of any other provision, condition or requirement hereof, nor shall any delay or omission of any
party to exercise any right hereunder in any manner impair the exercise of any such right.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.6</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Headings</U>. The headings herein are for convenience only, do not constitute a part of this Agreement
and shall not be deemed to limit or affect any of the provisions hereof.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.7</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Successors and Assigns</U>. This Agreement shall be binding upon and inure to the benefit of the
parties and their successors and permitted assigns. The Company may not assign this Agreement or any rights or obligations hereunder without
the prior written consent of each Purchaser (other than by merger). Any Purchaser may assign any or all of its rights under this Agreement
to any Person to whom such Purchaser assigns or transfers any Shares or Conversion Shares, provided that such transferee agrees in writing
to be bound, with respect to the transferred Shares or Conversion Shares, by the provisions of the Transaction Documents that apply to
the &ldquo;Purchasers.&rdquo;</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.8</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Third-Party Beneficiaries</U>. This Agreement is intended for the benefit of the parties hereto
and their respective successors and permitted assigns and is not for the benefit of, nor may any provision hereof be enforced by, any
other Person, except as otherwise set forth in Section&nbsp;4.8.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.9</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Governing Law</U>. All questions concerning the construction, validity, enforcement and interpretation
of the Transaction Documents shall be governed by and construed and enforced in accordance with the internal laws of the State of New
York, without regard to the principles of conflicts of law thereof. Each party agrees that all legal Proceedings concerning the interpretations,
enforcement and defense of the transactions contemplated by this Agreement and any other Transaction Documents (whether brought against
a party hereto or its respective affiliates, directors, officers, shareholders, partners, members, employees or agents) shall be commenced
exclusively in the state and federal courts sitting in the City of New York. Each party hereby irrevocably submits to the exclusive jurisdiction
of the state and federal courts sitting in the City of New York, Borough of Manhattan, for the adjudication of any dispute hereunder or
in connection herewith or with any transaction contemplated hereby or discussed herein (including with respect to the enforcement of any
of the Transaction Documents), and hereby irrevocably waives, and agrees not to assert in any Action or Proceeding, any claim that it
is not personally subject to the jurisdiction of any such court, or that such Action or Proceeding is improper or is an inconvenient venue
for such Proceeding. Each party hereby irrevocably waives personal service of process and consents to process being served in any such
Action or Proceeding by mailing a copy thereof via registered or certified mail or overnight delivery (with evidence of delivery) to such
party at the address in effect for notices to it under this Agreement and agrees that such service shall constitute good and sufficient
service of process and notice thereof. Nothing contained herein shall be deemed to limit in any way any right to serve process in any
other manner permitted by law. If any party hereto shall commence an Action or Proceeding to enforce any provisions of &nbsp;the Transaction
Documents, then, in addition to the obligations of the Company under Section&nbsp;4.8, the prevailing party in such Action or Proceeding
shall be reimbursed by the non-prevailing party for its reasonable attorneys&rsquo; fees and other costs and expenses incurred with the
investigation, preparation and prosecution of such Action or Proceeding.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.10</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Survival</U>. The representations and warranties contained herein shall survive the Closing and
the delivery of the Shares.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.11</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Execution</U>. This Agreement may be executed in two or more counterparts, all of which when taken
together shall be considered one and the same agreement and shall become effective when counterparts have been signed by each party and
delivered to each other party, it being understood that the parties need not sign the same counterpart. In the event that any signature
is delivered by facsimile transmission, by electronic mail (including &ldquo;.pdf&rdquo; or any electronic signature complying with the
U.S. federal ESIGN Act of 2000, e.g., docusign.com) or other transmission method, such signature shall create a valid and binding obligation
of the party executing (or on whose behalf such signature is executed) with the same force and effect as if it were an original thereof.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.12</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Severability</U>. If any term, provision, covenant or restriction of this Agreement is held by
a court of competent jurisdiction to be invalid, illegal, void or unenforceable, the remainder of the terms, provisions, covenants and
restrictions set forth herein shall remain in full force and effect and shall in no way be affected, impaired or invalidated, and the
parties hereto shall use their commercially reasonable efforts to find and employ an alternative means to achieve the same or substantially
the same result as that contemplated by such term, provision, covenant or restriction. It is hereby stipulated and declared to be the
intention of the parties that they would have executed the remaining terms, provisions, covenants and restrictions without including any
of such that may be hereafter declared invalid, illegal, void or unenforceable.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.13</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Rescission and Withdrawal Right</U>. Notwithstanding anything to the contrary contained in (and
without limiting any similar provisions of) any of the other Transaction Documents, whenever any Purchaser exercises a right, election,
demand or option under a Transaction Document and the Company does not timely perform its related obligations within the periods therein
provided, then such Purchaser may rescind or withdraw, in its sole discretion from time to time upon written notice to the Company, any
relevant notice, demand or election in whole or in part without prejudice to its future actions and rights.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.14</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Replacement of Shares</U>. If any certificate or instrument evidencing any Shares or Conversion
Shares is mutilated, lost, stolen or destroyed, the Company shall issue or cause to be issued in exchange and substitution for and upon
cancellation thereof (in the case of mutilation), or in lieu of and substitution therefor, a new certificate or instrument, but only upon
receipt of evidence reasonably satisfactory to the Company of such loss, theft or destruction. The applicant for a new certificate or
instrument under such circumstances shall also pay any reasonable third-party costs (including customary indemnity) associated with the
issuance of such replacement Shares or Conversion Shares.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.15</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Remedies</U>. In addition to being entitled to exercise all rights provided herein or granted
by law, including recovery of damages, each of the Purchasers and the Company will be entitled to specific performance under the Transaction
Documents. The parties agree that monetary damages may not be adequate compensation for any loss incurred by reason of any breach of obligations
contained in the Transaction Documents and hereby agree to waive and not to assert in any Action for specific performance of any such
obligation the defense that a remedy at law would be adequate.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.16</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Payment Set Aside</U>. To the extent that the Company makes a payment or payments to any Purchaser
pursuant to any Transaction Document or a Purchaser enforces or exercises its rights thereunder, and such payment or payments or the proceeds
of such enforcement or exercise or any part thereof are subsequently invalidated, declared to be fraudulent or preferential, set aside,
recovered from, disgorged by or are required to be refunded, repaid or otherwise restored to the Company, a trustee, receiver or any other
Person under any law (including, without limitation, any bankruptcy law, state or federal law, common law or equitable cause of action),
then to the extent of any such restoration the obligation or part thereof originally intended to be satisfied shall be revived and continued
in full force and effect as if such payment had not been made or such enforcement or setoff had not occurred.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.17</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Independent Nature of Purchasers&rsquo; Obligations and Rights</U>. The obligations of each Purchaser
under any Transaction Document are several and not joint with the obligations of any other Purchaser, and no Purchaser shall be responsible
in any way for the performance or non-performance of the obligations of any other Purchaser under any Transaction Document. Nothing contained
herein or in any other Transaction Document, and no action taken by any Purchaser pursuant hereof or thereto, shall be deemed to constitute
the Purchasers as a partnership, an association, a joint venture or any other kind of entity, or create a presumption that the Purchasers
are in any way acting in concert or as a group with respect to such obligations or the transactions contemplated by the Transaction Documents.
Each Purchaser shall be entitled to independently protect and enforce its rights, including, without limitation, the rights arising out
of this Agreement or out of the other Transaction Documents, and it shall not be necessary for any other Purchaser to be joined as an
additional party in any proceeding for such purpose. Each Purchaser has been represented by its own separate legal counsel in its review
and negotiation of the Transaction Documents. The Company has elected to provide all Purchasers with the same terms and Transaction Documents
for the convenience of the Company and not because it was required or requested to do so by any of the Purchasers.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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</FONT><FONT STYLE="font-size: 10pt"><U>Saturdays, Sundays, Holidays, etc</U>. If the last or appointed day for the taking of any action
or the expiration of any right required or granted herein shall not be a Business Day, then such action may be taken or such right may
be exercised on the next succeeding Business Day.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.19</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Construction</U>. The parties agree that each of them and/or their respective counsel have reviewed
and had an opportunity to revise the Transaction Documents and, therefore, the normal rule of construction to the effect that any ambiguities
are to be resolved against the drafting party shall not be employed in the interpretation of the Transaction Documents or any amendments
thereto. In addition, each and every reference to share prices and shares of Common Stock in any Transaction Document shall be subject
to adjustment for reverse and forward stock splits, stock dividends, stock combinations and other similar transactions of the Common Stock
that occur after the date of this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.20</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>WAIVER OF JURY TRIAL</U>. IN ANY ACTION, SUIT, OR PROCEEDING IN ANY JURISDICTION BROUGHT BY ANY
PARTY AGAINST ANY OTHER PARTY, THE PARTIES EACH KNOWINGLY AND INTENTIONALLY, TO THE GREATEST EXTENT PERMITTED BY APPLICABLE LAW, HEREBY
ABSOLUTELY, UNCONDITIONALLY, IRREVOCABLY AND EXPRESSLY WAIVES FOREVER TRIAL BY JURY.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center"><I>(Signature Pages Follow)</I></P>


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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">IN WITNESS WHEREOF, the
parties hereto have caused this Securities Purchase Agreement to be duly executed by their respective authorized signatories as of the
date first indicated above.</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="width: 100%; border-collapse: collapse">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 54%; padding-right: 5.4pt; padding-left: 5.4pt">
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">DUOS TECHNOLOGIES GROUP, INC.</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">By: _____________________________________</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Name:&nbsp;___________________________________</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Title: ____________________________________</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P></TD>
    <TD STYLE="width: 46%; padding-right: 5.4pt; padding-left: 5.4pt">
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Address for Notice:</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">7660 Centurion Parkway</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Suite 100</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Jacksonville, Florida 32256</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Attn: Andrew W. Murphy</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Email: awm@duostech.com</P></TD></TR>
  <TR STYLE="vertical-align: top">
    <TD STYLE="padding-right: 5.4pt; padding-left: 5.4pt">
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">With a copy to</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">(which shall not constitute notice):</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Shutts &amp; Bowen LLP</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">200 South Biscayne Boulevard</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Suite 4100</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Miami, Florida 33131</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Attn: J. Thomas Cookson</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Email: tcookson@shutts.com</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P></TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-right: 5.4pt; padding-left: 5.4pt">&nbsp;</TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center">[REMAINDER OF PAGE INTENTIONALLY LEFT BLANK</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center">SIGNATURE PAGE FOR PURCHASER FOLLOWS]</P>


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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center">[PURCHASER SIGNATURE PAGES TO DUOS TECHNOLOGIES
GROUP, INC. SECURITIES PURCHASE AGREEMENT]</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">IN WITNESS WHEREOF, the
undersigned have caused this Securities Purchase Agreement to be duly executed by their respective authorized signatories as of the date
first indicated above.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Name of Purchaser: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt"><I>Signature of Authorized Signatory of Purchaser</I>: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Name of Authorized Signatory: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Title of Authorized Signatory: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Email Address of Authorized Signatory: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Facsimile Number of Authorized Signatory: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Address for Notice to Purchaser: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Address for Delivery of Securities to Purchaser (if not same as
address for notice):</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: left; "><U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Subscription Amount: $<U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Number of Shares: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">EIN Number: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

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<DOCUMENT>
<TYPE>EX-10.4
<SEQUENCE>3
<FILENAME>ex10x4.htm
<DESCRIPTION>FORM OF EXCHANGE AGREEMENT
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
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<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="text-align: right; margin: 0">Exhibit 10.4</P>

<P STYLE="margin: 0; text-align: right">&nbsp;</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">FORM OF</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">EXCHANGE AGREEMENT</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><B>EXCHANGE AGREEMENT</B>
(the <I>&ldquo;<B>Agreement</B>&rdquo;) </I>is made as of the 10th day of November 2023, by and between Duos Technologies Group, Inc.,
a Florida corporation (the <I>&ldquo;<B>Company</B>&rdquo;), </I>and the investor signatory hereto (the <I>&ldquo;<B>Investor</B>&rdquo;).</I></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><B>WHEREAS</B>, on August
2, 2023, the Company issued shares of Series F Convertible Preferred Stock <I>(&ldquo;<B>Series F Preferred Stock</B>&rdquo;), </I>par
value $0.001 per share;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><B>WHEREAS</B>, on the
date hereof, the Investor owns ______ shares of Series F Preferred Stock, with an aggregate stated value of $________ (the <I>&ldquo;<B>Existing
Securities</B>&rdquo;);</I></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><B>WHEREAS</B>, subject
to the terms and conditions set forth in this Agreement and pursuant to Section 4(a)(2) of the Securities Act of 1933, as amended (the
<I>&ldquo;<B>Securities Act</B>&rdquo;), </I>and in reliance on Section 3(a)(9) of the Securities Act, the Company desires to exchange
with the Investor, and the Investor desires to exchange with the Company, the Existing Securities for shares of Series E Convertible Preferred
Stock, par value $0.001 per share (the <I>&ldquo;<B>Exchange Securities</B>&rdquo;); </I>and</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><B>WHEREAS</B>, the Company
and the Investor acknowledge that the issuance of shares of Common Stock underlying the Exchange Securities in excess of 19.99% of the
issued and outstanding Common Stock is subject to the approval of the stockholders of the Company pursuant to the applicable rules and
regulations of the Nasdaq Stock Market (or any successor entity) and the terms of the Exchange Securities (the &ldquo;<B><I>Stockholder
Approval</I></B>&rdquo;);</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><B>NOW, THEREFORE</B>,
for good and valuable consideration, the receipt and sufficiency of which are hereby acknowledged, and in consideration of the premises
and the mutual agreements, representations and warranties, provisions and covenants contained herein, the parties hereto, intending to
be legally bound hereby, agree as follows:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">1.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT></FONT><FONT STYLE="font-size: 10pt"><U>Exchange.</U> On the Closing Date (as defined below), subject to the terms and conditions
of this Agreement, the Investor shall, and the Company shall, pursuant to Section 3(a)(9) of the Securities Act, exchange the Existing
Securities for the Exchange Securities. For each share of the Existing Securities surrendered to the Company, the Company shall issue
to the Investor one share of the Exchange Securities. Subject to the conditions set forth below, the Exchange shall take place at the
offices of Shutts &amp; Bowen LLP or such other location as the parties shall mutually agree, on the date hereof, or at such other time
and place as the Company and the Investor mutually agree (the <I>&ldquo;<B>Closing</B>&rdquo; </I>and the <I>&ldquo;<B>Closing Date</B>&rdquo;).
</I>At the Closing, the following transactions shall occur (such transactions in this Section 1, the <I>&ldquo;<B>Exchange</B>&rdquo;):</I></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">1.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">On the Closing Date, in exchange for the Existing Securities, the Company shall deliver the Exchange
Securities to the Investor or its designee in accordance with the Investor&rsquo;s delivery instructions set forth on the Investor signature
page hereto. Upon receipt of the Exchange Securities in accordance with this Section 1.1, all of the Investor&rsquo;s rights under the
Existing Securities shall be extinguished. The Investor shall tender to the Company the Existing Securities within three Trading Days
of the Closing Date.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">1.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">On the Closing Date, the Investor shall be deemed for all corporate purposes to have become the holder
of record of the Exchange Securities, irrespective of the date such Exchange Securities are delivered to the Investor in accordance herewith.
As used herein, <I>&ldquo;<B>Trading Day</B>&rdquo; </I>means any day on which the Common Stock is traded on the NASDAQ Capital Market,
or, if the NASDAQ Capital Market is not the principal trading market for the Common Stock, then on the principal securities exchange or
securities market on which the Common Stock is then traded (&ldquo;<B><I>Trading Market</I></B>&rdquo;).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">1.3</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The Company and the Investor shall execute and/or deliver such other documents and agreements as
are customary and reasonably necessary to effectuate the Exchange.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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    <DIV STYLE="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%">&#160;</td></tr></table></DIV>
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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">1.4</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The Company shall hold a special meeting of stockholders (which may also be the annual meeting of
stockholders) at the earliest practical date, but in no event later than 120 days following the Closing Date (150 days in the event of
a review of the proxy statement by the Commission), for the purpose of obtaining Stockholder Approval, with the recommendation of the
Company&rsquo;s Board of Directors that such proposal be approved, and the Company shall solicit proxies from its stockholders in connection
therewith in the same manner as all other management proposals in such proxy statement and all management-appointed proxyholders shall
vote their proxies in favor of such proposal. The Company shall use best efforts to obtain Stockholder Approval. If the Company does not
obtain Stockholder Approval at the first meeting, the Company shall call a meeting every four months thereafter to seek Stockholder Approval
until Stockholder Approval is obtained. Prior to any such stockholder meeting, the Company shall timely file a proxy statement pursuant
to Section 14(a) of the Exchange Act in compliance in all material respects with the provisions of the Company&rsquo;s bylaws and all
applicable law.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">2.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT></FONT><FONT STYLE="font-size: 10pt"><U>Closing Conditions</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">2.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Conditions to Investor&rsquo;s Obligations.</U> The obligation of the Investor to consummate the
Exchange is subject to the fulfillment, to the Investor&rsquo;s reasonable satisfaction, prior to or at the Closing, of each of the following
conditions:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Representations and Warranties.</U> The representations and warranties of the Company contained
in this Agreement shall be true and correct in all material respects (or, to the extent representations or warranties are qualified by
materiality or Material Adverse Effect, in all respects) on the date hereof and on and as of the Closing Date as if made on and as of
such date.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Issuance of Securities.</U> At the Closing, the Company shall issue the Exchange Securities on
the books and records of the Company registered in the name of the Investor.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Actions.</U> No action, proceeding, investigation, regulation or legislation shall have been
instituted, threatened or proposed before any court, governmental agency or authority or legislative body to enjoin, restrain, prohibit
or obtain substantial damages in respect of, this Agreement or the consummation of the transactions contemplated by this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Proceedings and Documents.</U> All proceedings in connection with the transactions contemplated
hereby and all documents and instruments incident to such transactions shall be satisfactory in substance and form to the Investor, and
the Investor shall have received all such counterpart originals or certified or other copies of such documents as they may reasonably
request.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(e)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Registration Rights Agreement.</U> The Company and the Investor shall have entered into a registration
rights agreement in form and substance satisfactory to the Investor.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(f)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Listing of Exchange Securities.</U> The Company shall have secured the listing or designation
for quotation (as applicable) of all of the shares of Common Stock underlying the Exchange Securities, upon each national securities exchange
and automated quotation system, if any, upon which the shares underlying the Exchange Securities are then listed or designated for quotation
(as applicable).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(g)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Opinion.</U> An opinion of Company counsel in form and substance reasonably satisfactory to the
Investor.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">2.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Conditions to the Company&rsquo;s Obligations.</U> The obligation of the Company to consummate
the Exchange is subject to the fulfillment, to the Company&rsquo;s reasonable satisfaction, prior to or at the Closing, of each of the
following conditions:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Representations and Warranties.</U> The representations and warranties of the Investor contained
in this Agreement shall be true and correct in all material respects (or, to the extent representations or warranties are qualified by
materiality or Material Adverse Effect, in all respects) on the date hereof and on and as of the Closing Date as if made on and as of
such date.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Actions.</U> No action, proceeding, investigation, regulation or legislation shall have been
instituted, threatened or proposed before any court, governmental agency or authority or legislative body to enjoin, restrain, prohibit,
or obtain substantial damages in respect of, this Agreement or the consummation of the transactions contemplated by this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Proceedings and Documents.</U> All proceedings in connection with the transactions contemplated
hereby and all documents and instruments incident to such transactions shall be satisfactory in substance and form to the Company and
the Company shall have received all such counterpart originals or certified or other copies of such documents as the Company may reasonably
request.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">3.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT></FONT><FONT STYLE="font-size: 10pt"><U>Representations and Warranties of the Company</U>. The Company hereby makes the same representations
and warranties to the Investor as are set forth in Article III of the Securities Purchase Agreement, dated as of the date hereof, between
the Company and each purchaser identified on the signature pages thereto (the &quot;<B><I>Purchase Agreement</I></B>&quot;), <I>mutatis
mutandis</I>, and such representations and warranties are incorporated by reference herein. All references to the &quot;Purchaser&quot;
shall refer to the &quot;Investor,&quot; all references to the &quot;Shares&quot; shall refer to the &quot;Exchange Securities,&quot;
and all references to the &quot;Conversion Shares&quot; shall refer to the shares of Common Stock underlying the Exchange Securities.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT></FONT><FONT STYLE="font-size: 10pt"><U>Representations and Warranties of the Investor.</U> The Investor hereby represents, warrants
and covenants that:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Authorization.</U> The Investor has full power and authority to enter into this Agreement, to
perform its obligations hereunder and to consummate the transactions contemplated hereby and has taken all action necessary to authorize
the execution and delivery of this Agreement, the performance of its obligations hereunder and the consummation of the transactions contemplated
hereby.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Accredited Investor Status; Investment Experience.</U> The Investor is an &ldquo;accredited investor&rdquo;
as that term is defined in Rule 501(a) of Regulation D. The Investor can bear the economic risk of its investment in the Exchange Securities,
and has such knowledge and experience in financial and business matters that it is capable of evaluating the merits and risks of an investment
in the Exchange Securities.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.3</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Reliance on Exemptions.</U> The Investor understands that the Exchange Securities are being offered
and issued to it in reliance on specific exemptions from the registration requirements of United States federal and state securities laws
and that the Company is relying in part upon the truth and accuracy of, and the Investor&rsquo;s compliance with, the representations,
warranties, agreements, acknowledgments and understandings of the Investor set forth herein in order to determine the availability of
such exemptions and the eligibility of the Investor to acquire the Securities.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.4</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Information.</U> The Investor and its advisors, if any, have been furnished with all materials
relating to the business, finances and operations of the Company and materials relating to the offer and issuance of the Exchange Securities
which have been requested by the Investor. The Investor has had the opportunity to review the Company&rsquo;s filings with the Securities
and Exchange Commission. The Investor and its advisors, if any, have been afforded the opportunity to ask questions of the Company. Neither
such inquiries nor any other due diligence investigations conducted by the Investor or its advisors, if any, or its representatives shall
modify, amend or affect the Investor&rsquo;s right to rely on the Company&rsquo;s representations and warranties contained herein. The
Investor understands that its investment in the Exchange Securities involves a high degree of risk. The Investor has sought such accounting,
legal and tax advice as it has considered necessary to make an informed investment decision with respect to its acquisition of the Exchange
Securities. The Investor is relying solely on its own accounting, legal and tax advisors, and not on any statements of the Company or
any of its agents or representatives, for such accounting, legal and tax advice with respect to its acquisition of the Exchange Securities
and the transactions contemplated by this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.5</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Governmental Review.</U> The Investor understands that no United States federal or state agency
or any other government or governmental agency has passed on or made any recommendation or endorsement of the Exchange Securities or the
fairness or suitability of the investment in the Exchange Securities nor have such authorities passed upon or endorsed the merits of the
offering of the Exchange Securities.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.6</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Validity; Enforcement; No Conflicts.</U> This Agreement has been duly and validly authorized,
executed and delivered on behalf of the Investor and shall constitute the legal, valid and binding obligation of the Investor enforceable
against the Investor in accordance with its terms, except: (i) as limited by general equitable principles and applicable bankruptcy, insolvency,
reorganization, moratorium and other laws of general application affecting enforcement of creditors&rsquo; rights generally, (ii) as limited
by laws relating to the availability of specific performance, injunctive relief or other equitable remedies and (iii) insofar as indemnification
and contribution provisions may be limited by applicable law or public policy. The execution, delivery and performance by the Investor
of this Agreement and the consummation by the Investor of the transactions contemplated hereby will not (i) result in a violation of the
organizational documents of the Investor or (ii) conflict with, or constitute a default (or an event which with notice or lapse of time
or both would become a default) under, or give to others any rights of termination, amendment, acceleration or cancellation of, any agreement,
indenture or instrument to which the Investor is a party, or (iii) result in a material violation of any law, rule, regulation, order,
judgment or decree (including federal and state securities or &ldquo;blue sky&rdquo; laws) applicable to the Investor, except in the case
of clause (ii) above, for such conflicts, defaults or rights which would not, individually or in the aggregate, reasonably be expected
to have a material adverse effect on the ability of the Investor to perform its obligations hereunder.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.7</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Ownership of Existing Securities.</U> The Investor owns and holds, beneficially and of record,
the entire right, title, and interest in and to the Existing Securities set forth on the signature page hereto free and clear of all rights
and Liens (as defined below). The Investor has full power and authority to transfer and dispose of the Existing Securities to the Company
free and clear of any right or Lien. Other than the transactions contemplated by this Agreement, there is no outstanding vote, plan, pending
proposal, or other right, of any Person to acquire all or any part of the Existing Securities or any shares of Common Stock issuable upon
conversion of the Existing Securities, except for any Liens set forth on the Company&rsquo;s organizational documents or agreements with
Investor. As used herein, <I>&ldquo;<B>Liens</B>&rdquo; </I>shall mean any security or other property interest or right, claim, lien,
pledge, option, charge, security interest, contingent or conditional sale, or other title claim or retention agreement, interest or other
right or claim of third parties, whether perfected or not perfected, voluntarily incurred or arising by operation of law, and including
any agreement (other than this Agreement) to grant or submit to any of the foregoing in the future.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.8</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Consideration Paid.</U> No commission or other remuneration has been paid by the Investor (or
any of its agents or affiliates) to the Company related to the Exchange.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT></FONT><FONT STYLE="font-size: 10pt"><U>Additional Covenants</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Disclosure.</U> The Company shall, within the time required by the Securities Exchange Act of
1934, as amended, file with the United States Securities and Exchange Commission (the &ldquo;<B><I>Commission</I></B>&rdquo;) a Current
Report on Form 8-K or Quarterly Report on Form 10-Q (either such filing, the <I>&ldquo;<B>SEC Filing</B>&rdquo;) </I>disclosing all material
terms of the transactions contemplated hereby. From and after the issuance of the SEC Filing, the Investor shall not be in possession
of any material, nonpublic information received from the Company or any of its respective officers, directors, employees or agents, that
is not disclosed in the SEC Filing. The Company shall not, and shall cause its officers, directors, employees and agents, not to, provide
the Investor with any material, nonpublic information regarding the Company from and after the filing of the SEC Filing without the express
written consent of the Investor. In addition, effective upon the filing of the SEC Filing, the Company acknowledges and agrees that any
and all confidentiality or similar obligations under any agreement, whether written or oral, between the Company, any of its subsidiaries
or any of their respective officers, directors, affiliates, employees or agents, on the one hand, and the Investor or any of its affiliates,
on the other hand, shall terminate. The Company and Investor shall consult with each other in issuing any press releases with respect
to the transactions contemplated hereby, and neither the Company nor Investor shall issue any such press release nor otherwise make any
such public statement without the prior consent of the Company, with respect to any press release of Investor, or without the prior consent
of Investor, with respect to any press release of the Company, which consent shall not unreasonably be withheld or delayed, except if
such disclosure is required by law, in which case the disclosing party shall promptly provide the other party with prior notice of such
public statement or communication. Notwithstanding the foregoing, the Company shall not publicly disclose the name of Investor, or include
the name of Investor in any filing with the Commission or any regulatory agency or Trading Market, without the prior written consent of
Investor, except: (a) as required by federal securities law in connection with (i) any registration statement contemplated by the Registration
Rights Agreement and (ii) the filing of final Transaction Documents (as such term is defined in the Purchase Agreement) with the Commission
and (b) to the extent such disclosure is required by law or Trading Market regulations, in which case the Company shall provide Investor
with prior notice of such disclosure permitted under this clause (b).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Listing.</U> The Company shall use its best efforts to maintain the listing or designation for
quotation (as applicable) of all of the shares of Common Stock underlying the Exchange Securities upon each national securities exchange
and automated quotation system on which the Common Stock is currently listed or designated while such securities are outstanding. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.3</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Tacking.</U> Subject to the truth and accuracy of the Investor&rsquo;s representations set forth
in Section 4 of this Agreement, the parties acknowledge and agree that in accordance with Section 3(a)(9) of the Securities Act, the Exchange
Securities issued in the Exchange will tack back to the original issue date of the Existing Securities pursuant to Rule 144 and the Company
agrees not to take a position to the contrary.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0in"><FONT STYLE="text-transform: uppercase"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT></FONT><FONT STYLE="font-size: 10pt"><U>Miscellaneous</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.1</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Successors and Assigns</U>. This Agreement shall be binding upon and inure to the benefit of the
parties and their successors and permitted assigns. The Company may not assign this Agreement or any rights or obligations hereunder without
the prior written consent of Investor (other than by merger). Investor may assign any or all of its rights under this Agreement to any
Person to whom Investor assigns or transfers any Exchange Securities or shares of Common Stock underlying the Exchange Securities, provided
that such transferee agrees in writing to be bound, with respect to the transferred Exchange Securities or shares of Common Stock, by
the provisions of the Transaction Documents that apply to the Investor.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.2</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Governing Law; Jurisdiction; Waiver of Jury Trial.</U> All questions concerning the construction,
validity, enforcement and interpretation of the Agreement shall be governed by and construed and enforced in accordance with the internal
laws of the State of New York, without regard to the principles of conflicts of law thereof. Each party agrees that all legal proceedings
concerning the interpretations, enforcement and defense of the transactions contemplated by this Agreement and any other Transaction Documents
(whether brought against a party hereto or its respective affiliates, directors, officers, shareholders, partners, members, employees
or agents) shall be commenced exclusively in the state and federal courts sitting in the City of New York. Each party hereby irrevocably
submits to the exclusive jurisdiction of the state and federal courts sitting in the City of New York, Borough of Manhattan, for the adjudication
of any dispute hereunder or in connection herewith or with any transaction contemplated hereby or discussed herein (including with respect
to the enforcement of any of the Transaction Documents), and hereby irrevocably waives, and agrees not to assert in any action or proceeding,
any claim that it is not personally subject to the jurisdiction of any such court, or that such action or proceeding is improper or is
an inconvenient venue for such proceeding. Each party hereby irrevocably waives personal service of process and consents to process being
served in any such action or proceeding by mailing a copy thereof via registered or certified mail or overnight delivery (with evidence
of delivery) to such party at the address in effect for notices to it under this Agreement and agrees that such service shall constitute
good and sufficient service of process and notice thereof. Nothing contained herein shall be deemed to limit in any way any right to serve
process in any other manner permitted by law. If any party hereto shall commence an action or proceeding to enforce any provisions of
&nbsp;the Transaction Documents, then, in addition to the obligations of the Company under Section 4.8 of the Purchase Agreement, the
prevailing party in such action or proceeding shall be reimbursed by the non-prevailing party for its reasonable attorneys&rsquo; fees
and other costs and expenses incurred with the investigation, preparation and prosecution of such action or proceeding.<B>. IN ANY ACTION,
SUIT, OR PROCEEDING IN ANY JURISDICTION BROUGHT BY ANY PARTY AGAINST ANY OTHER PARTY, THE PARTIES EACH KNOWINGLY AND INTENTIONALLY, TO
THE GREATEST EXTENT PERMITTED BY APPLICABLE LAW, HEREBY ABSOLUTELY, UNCONDITIONALLY, IRREVOCABLY AND EXPRESSLY WAIVES FOREVER TRIAL BY
JURY.</B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.3</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Titles and Subtitles.</U> The titles and subtitles used in this Agreement are used for convenience
only and are not to be considered in construing or interpreting this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.4</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Notices.</U> Any notices, consents, waivers or other communications required or permitted to be
given under the terms of this Agreement must be in writing and will be deemed to have been delivered: (i) upon receipt, when delivered
personally; (ii) upon receipt, when sent by facsimile (provided confirmation of transmission is mechanically or electronically generated
and kept on file by the sending party) or by electronic mail; or (iii) one Business Day after deposit with an overnight courier service,
in each case properly addressed to the party to receive the same. The addresses, facsimile numbers and email addresses for such communications
shall be:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt 0.5in">If to the Company:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">Duos Technologies Group, Inc.<BR>
Attn: Andrew W. Murphy<BR>
7660 Centurion Parkway, Suite 100<BR>
Jacksonville, Florida 33256<BR>
Email: <FONT STYLE="color: #0070C0">awm@duostech.com</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">Facsimile: __________________</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">With a copy to:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">Shutts &amp; Bowen LLP<BR>
200 South Biscayne Boulevard, Suite 4100<BR>
Miami, Florida 33131<BR>
Facsimile: (305) 347-7767</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in">Email: TCookson@shutts.com</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify">If to the Investor, to its address, facsimile
number and email address set forth on its signature page hereto, or to such other address, facsimile number and/or email address and/or
to the attention of such other Person as the recipient party has specified by written notice given to each other party five (5) days prior
to the effectiveness of such change. Written confirmation of receipt (A) given by the recipient of such notice, consent, waiver or other
communication, (B) mechanically or electronically generated by the sender&rsquo;s facsimile machine or email containing the time, date,
recipient facsimile number and an image of the first page of such transmission or (C) provided by an overnight courier service shall be
rebuttable evidence of personal service, receipt by facsimile or receipt from an overnight courier service in accordance with clause (i),
(ii) or (iii) above, respectively.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.5</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Finder&rsquo;s Fees.</U> Each party represents that it neither is nor will be obligated for any
finders&rsquo; fee or commission in connection with this transaction. The Investor shall indemnify and hold harmless the Company from
any liability for any commission or compensation in the nature of a finders&rsquo; fee (and the costs and expenses of defending against
such liability or asserted liability) for which the Investor or any of its officers, partners, employees or representatives is responsible.
The Company shall indemnify and hold harmless the Investor from any liability for any commission or compensation in the nature of a finders&rsquo;
fee (and the costs and expenses of defending against such liability or asserted liability) for which the Company or any of its officers,
employees or representatives is responsible.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.6</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Fees and Expenses</U>. Except as expressly set forth in the Transaction Documents to the contrary,
each party shall pay the fees and expenses of its advisers, counsel, accountants and other experts, if any, and all other expenses incurred
by such party incident to the negotiation, preparation, execution, delivery and performance of this Agreement. The Company shall pay all
transfer agent fees (including, without limitation, any fees required for same-day processing of any instruction letter delivered by the
Company), stamp taxes and other taxes and duties levied in connection with the delivery of any Exchange Securities or shares of Common
Stock to the Investor.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.7</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Amendments and Waivers.</U> Any term of this Agreement may be amended and the observance of any
term of this Agreement may be waived (either generally or in a particular instance and either retroactively or prospectively), only with
the written consent of the Company and the Investor. Any amendment or waiver effected in accordance with this paragraph shall be binding
upon Investor and the Company, provided that no such amendment shall be binding on a holder that does not consent thereto to the extent
such amendment treats such party differently than any party that does consent thereto. No waiver of any default with respect to any provision,
condition or requirement of this Agreement shall be deemed to be a continuing waiver in the future or a waiver of any subsequent default
or a waiver of any other provision, condition or requirement hereof, nor shall any delay or omission of any party to exercise any right
hereunder in any manner impair the exercise of any such right.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.8</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Severability.</U> If any term, provision, covenant or restriction of this Agreement is held by
a court of competent jurisdiction to be invalid, illegal, void or unenforceable, the remainder of the terms, provisions, covenants and
restrictions set forth herein shall remain in full force and effect and shall in no way be affected, impaired or invalidated, and the
parties hereto shall use their commercially reasonable efforts to find and employ an alternative means to achieve the same or substantially
the same result as that contemplated by such term, provision, covenant or restriction. It is hereby stipulated and declared to be the
intention of the parties that they would have executed the remaining terms, provisions, covenants and restrictions without including any
of such that may be hereafter declared invalid, illegal, void or unenforceable.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.9</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Entire Agreement.</U> This Agreement and the Transaction Documents, together with the exhibits
and schedules thereto, represent the entire agreement and understanding between the parties concerning the Exchange and the other matters
described herein and therein and supersedes and replaces any and all prior agreements and understandings solely with respect to the subject
matter hereof and thereof.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.10</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Counterparts.</U> This Agreement may be executed in two or more counterparts, all of which when
taken together shall be considered one and the same agreement and shall become effective when counterparts have been signed by each party
and delivered to each other party, it being understood that the parties need not sign the same counterpart. In the event that any signature
is delivered by facsimile transmission, by electronic mail (including &ldquo;.pdf&rdquo; or any electronic signature complying with the
U.S. federal ESIGN Act of 2000, e.g., docusign.com) or other transmission method, such signature shall create a valid and binding obligation
of the party executing (or on whose behalf such signature is executed) with the same force and effect as if it were an original thereof.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.11</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Interpretation.</U> Unless the context of this Agreement clearly requires otherwise, (a) references
to the plural include the singular, the singular the plural, the part the whole, (b) references to any gender include all genders, (c)
&ldquo;including&rdquo; has the inclusive meaning frequently identified with the phrase &ldquo;but not limited to&rdquo; and (d) references
to &ldquo;hereunder&rdquo; or &ldquo;herein&rdquo; relate to this Agreement. If the last or appointed day for the taking of any action
or the expiration of any right required or granted herein shall not be a Business Day, then such action may be taken or such right may
be exercised on the next succeeding Business Day.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.12</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Third Party Beneficiaries.</U> This Agreement is intended for the benefit of the parties hereto
and their respective permitted successors and assigns, and is not for the benefit of, nor may any provision hereof be enforced by, any
other Person, except as set forth in Section 4.8 of the Purchase Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.13</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Survival.</U> The representations, warranties and covenants of the Company and the Investor contained
herein shall survive the Closing and delivery of the Exchange Securities.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.14</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Remedies</U>. In addition to being entitled to exercise all rights provided herein or granted
by law, including recovery of damages, Investor and the Company will be entitled to specific performance under the Transaction Documents.
The parties agree that monetary damages may not be adequate compensation for any loss incurred by reason of any breach of obligations
contained in the Transaction Documents and hereby agree to waive and not to assert in any action for specific performance of any such
obligation the defense that a remedy at law would be adequate.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.15</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Further Assurances.</U> Each party shall do and perform, or cause to be done and performed, all
such further acts and things, and shall execute and deliver all such other agreements, certificates, instruments and documents, as any
other party may reasonably request in order to carry out the intent and accomplish the purposes of this Agreement and the consummation
of the transactions contemplated hereby.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.16</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Strict Construction.</U> The language used in this Agreement will be deemed to be the language
chosen by the parties to express their mutual intent, and no rules of strict construction will be applied against any party.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center">[SIGNATURES ON THE FOLLOWING PAGES]</P>


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<P STYLE="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt"><B>&nbsp;</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0.35in 12pt 0; text-indent: 0.55in"><B>IN WITNESS WHEREOF, </B>the parties
have caused this Agreement to be duly executed and delivered as of the date provided above.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in"><B><U>THE COMPANY</U></B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in"><B>DUOS TECHNOLOGIES GROUP, INC.</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">By:<U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U><BR>
Name: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#9;</U><BR>
Title:<U> &#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>


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    <DIV STYLE="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%">&#160;</td></tr></table></DIV>
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<P STYLE="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt"><B>&nbsp;</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0.35in 12pt 0; text-align: justify; text-indent: 0.55in"><B>IN WITNESS WHEREOF,
</B>the parties have caused this Agreement to be duly executed and delivered as of the date provided above.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt"><B><U>INVESTOR</U></B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Name of Investor:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt"><I>Signature of Authorized Signatory of Investor: </I><BR>
Name of Authorized Signatory:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Title of Authorized Signatory:<BR>
Email Address of Authorized Signatory:<BR>
Facsimile Number of Authorized Signatory:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0.45in 12pt 0">Address for Notice to Investor:<BR>
Address for Delivery of Exchange Securities to Investor (if not same as address for notice):</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Shares of Series F Preferred Stock Surrendered: <U>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Stated Value of Series F Preferred Stock Surrendered:&#8239;$ <U>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

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<TYPE>EX-10.5
<SEQUENCE>4
<FILENAME>ex10x5.htm
<DESCRIPTION>REGISTRATION RIGHTS AGREEMENT
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
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<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="text-align: right; margin: 0">Exhibit 10.5</P>

<P STYLE="margin: 0; text-align: right">&nbsp;</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">FORM OF</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">REGISTRATION
RIGHTS AGREEMENT</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">This Registration Rights
Agreement (this &ldquo;<U>Agreement</U>&rdquo;) is made and entered into as of November 10, 2023, between <B>Duos Technologies Group,
Inc</B>., a Florida corporation (the &ldquo;<U>Company</U>&rdquo;), and each of the several purchasers signatory hereto (each such purchaser,
a &ldquo;<U>Purchaser</U>&rdquo; and, collectively, the &ldquo;<U>Purchasers</U>&rdquo;).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">This Agreement is made
pursuant to the Securities Purchase Agreement, dated as of the date hereof, between the Company and certain Purchasers (the &ldquo;<U>Purchase
Agreement</U>&rdquo;), and the Exchange Agreement, dated as of the date hereof, between the Company and certain Purchasers (the &quot;<U>Exchange
Agreement</U>&quot;).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Company and each Purchaser
hereby agrees as follows:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">1.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Definitions</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><B>Capitalized terms used
and not otherwise defined herein that are defined in the Purchase Agreement or the Exchange Agreement shall have the meanings given such
terms in the Purchase Agreement or the Exchange Agreement, as the case may be</B>. As used in this Agreement, the following terms shall
have the following meanings:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Advice</U>&rdquo;
shall have the meaning set forth in Section 6(b).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Effectiveness
Date</U>&rdquo; means, with respect to the Initial Registration Statement required to be filed hereunder, the 90<SUP>th</SUP> calendar
day following the date hereof (or, in the event of a &ldquo;full review&rdquo; by the Commission, the 120<SUP>th</SUP> calendar day following
the date hereof) and with respect to any additional Registration Statements which may be required pursuant to Section 2(c) or Section
3(c), the 45<SUP>th</SUP> calendar day following the date on which an additional Registration Statement is required to be filed hereunder
(or, in the event of a &ldquo;full review&rdquo; by the Commission, the 75<SUP>th</SUP> calendar day following the date such additional
Registration Statement is required to be filed hereunder); <U>provided</U>, <U>however</U>, that in the event the Company is notified
by the Commission that one or more of the above Registration Statements will not be reviewed or is no longer subject to further review
and comments, the Effectiveness Dates as to such Registration Statement shall be the fifth Trading Day following the date on which the
Company is so notified if such date precedes the dates otherwise required above, subject to the Commission agreeing to the five Trading
Day or shorter period, provided, further, if such Effectiveness Date falls on a day that is not a Trading Day, then the Effectiveness
Date shall be the next succeeding Trading Day.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Effectiveness
Period</U>&rdquo; shall have the meaning set forth in Section 2(a).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Event</U>&rdquo;
shall have the meaning set forth in Section 2(d).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Event Date</U>&rdquo;
shall have the meaning set forth in Section 2(d).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Filing Date</U>&rdquo;
means, with respect to the Initial Registration Statement required hereunder, the 45<SUP>th</SUP> calendar day following the date hereof
and, with respect to any additional Registration Statements which may be required pursuant to Section 2(c) or Section 3(c), the earliest
practical date on which the Company is permitted by SEC Guidance to file such additional Registration Statement related to the Registrable
Securities.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Holder</U>&rdquo;
or &ldquo;<U>Holders</U>&rdquo; means the holder or holders, as the case may be, from time to time of Registrable Securities.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Indemnified Party</U>&rdquo;
shall have the meaning set forth in Section 5(c).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Indemnifying
Party</U>&rdquo; shall have the meaning set forth in Section 5(c).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Initial Registration
Statement</U>&rdquo; means the initial Registration Statement filed pursuant to this Agreement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Losses</U>&rdquo;
shall have the meaning set forth in Section 5(a).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Plan of Distribution</U>&rdquo;
shall have the meaning set forth in Section 2(a).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Prospectus</U>&rdquo;
means the prospectus included in a Registration Statement (including, without limitation, a prospectus that includes any information previously
omitted from a prospectus filed as part of an effective registration statement in reliance upon Rule 430A promulgated by the Commission
pursuant to the Securities Act), as amended or supplemented by any prospectus supplement, with respect to the terms of the offering of
any portion of the Registrable Securities covered by a Registration Statement, and all other amendments and supplements to the Prospectus,
including post-effective amendments, and all material incorporated by reference or deemed to be incorporated by reference in such Prospectus.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Registrable Securities</U>&rdquo;
means, as of any date of determination, (a) all shares of Common Stock then issued and issuable to the Purchasers upon conversion (the
&ldquo;Preferred Conversion Shares&rdquo;) of the Series E Preferred Stock issued pursuant to the Purchase Agreement and the Exchange
Agreement (assuming on such date the Series E Preferred Stock is converted in full without regard to any limitations on conversions of
the Series E Preferred Stock); and (b) any securities issued or then issuable to the Purchasers upon any stock split, dividend or other
distribution, recapitalization or similar event with respect to the foregoing; <U>provided, however</U>, that any such Registrable Securities
shall cease to be Registrable Securities (and the Company shall not be required to maintain the effectiveness of any, or file another,
Registration Statement hereunder with respect thereto) for so long as (a) a Registration Statement with respect to the sale of such Registrable
Securities is declared effective by the Commission under the Securities Act and such Registrable Securities have been disposed of by the
Holder in accordance with such effective Registration Statement, (b) such Registrable Securities have been previously sold in accordance
with Rule 144, or (c) such securities become eligible for resale without volume or manner-of-sale restrictions and without current public
information pursuant to Rule 144 as set forth in a written opinion letter to such effect, addressed, delivered and acceptable to the Transfer
Agent and the affected Holders (solely in the case that such securities and any securities issuable upon exercise, conversion or exchange
of which, or as a dividend upon which, such securities were issued or are issuable, were at no time held by any Affiliate of the Company,
as reasonably determined by the Company, upon the advice of counsel to the Company).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Registration
Statement</U>&rdquo; means any registration statement required to be filed hereunder pursuant to Section 2(a) and any additional registration
statements contemplated by Section 2(c) or Section 3(c), including (in each case) the Prospectus, amendments and supplements to any such
registration statement or Prospectus, including pre- and post-effective amendments, all exhibits thereto, and all material incorporated
by reference or deemed to be incorporated by reference in any such registration statement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Rule 415</U>&rdquo;
means Rule 415 promulgated by the Commission pursuant to the Securities Act, as such Rule may be amended or interpreted from time to time,
or any similar rule or regulation hereafter adopted by the Commission having substantially the same purpose and effect as such Rule.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Rule 424</U>&rdquo;
means Rule 424 promulgated by the Commission pursuant to the Securities Act, as such Rule may be amended or interpreted from time to time,
or any similar rule or regulation hereafter adopted by the Commission having substantially the same purpose and effect as such Rule.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>Selling Stockholder
Questionnaire</U>&rdquo; shall have the meaning set forth in Section 3(a).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">&ldquo;<U>SEC Guidance</U>&rdquo;
means (i) any publicly-available written or oral guidance of the Commission staff, or any comments, requirements or requests of the Commission
staff and (ii) the Securities Act.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">2.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Shelf Registration</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">On or prior to each Filing Date, the Company shall prepare and file with the Commission a Registration
Statement covering the resale of all of the Registrable Securities that are not then registered on an effective Registration Statement
for an offering to be made on a continuous basis pursuant to Rule 415. Each Registration Statement filed hereunder shall be on Form S-3
(except if the Company is not then eligible to register for resale the Registrable Securities on Form S-3, in which case such registration
shall be on another appropriate form in accordance herewith, subject to the provisions of Section 2(e)) and shall contain (unless otherwise
directed by at least 51% in interest of the Holders) substantially the &ldquo;<U>Plan of Distribution</U>&rdquo; attached hereto as <U>Annex
A</U> and substantially the &ldquo;<U>Selling Stockholder</U>&rdquo; section attached hereto as <U>Annex B</U>; <U>provided</U>, <U>however</U>,
that no Holder shall be required to be named as an &ldquo;underwriter&rdquo; without such Holder&rsquo;s express prior written consent.
Subject to the terms of this Agreement, the Company shall use its best efforts to cause a Registration Statement filed under this Agreement
(including, without limitation, under Section 3(c)) to be declared effective under the Securities Act as promptly as possible after the
filing thereof, but in any event no later than the applicable Effectiveness Date, and shall use its best efforts to keep such Registration
Statement continuously effective under the Securities Act until the date that all Registrable Securities covered by such Registration
Statement (i) have been sold, thereunder or pursuant to Rule 144, or (ii) may be sold without volume or manner-of-sale restrictions pursuant
to Rule 144 and without the requirement for the Company to be in compliance with the current public information requirement under Rule
144, as determined by the counsel to the Company pursuant to a written opinion letter to such effect, addressed and acceptable to the
Transfer Agent and the affected Holders (the &ldquo;<U>Effectiveness Period</U>&rdquo;). The Company shall request effectiveness of a
Registration Statement as of 5:00 p.m. Eastern Time on a Trading Day. The Company shall notify the Holders via facsimile or by e-mail
of the effectiveness of a Registration Statement on the same Trading Day that the Company confirms effectiveness with the Commission,
which shall be the date requested for effectiveness of such Registration Statement. The Company shall, by 9:30 a.m. Eastern Time on the
Trading Day after the effective date of such Registration Statement, file a final Prospectus with the Commission as required by Rule 424.
Failure to so notify the Holder within one (1) Trading Day of such notification of effectiveness or failure to file a final Prospectus
as foresaid shall be deemed an Event under Section 2(d).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Notwithstanding the registration obligations set forth in Section 2(a), if the staff of the Commission
informs the Company that all of the Registrable Securities cannot, as a result of the application of Rule 415, be registered for resale
as a secondary offering on a single registration statement, the Company shall promptly inform each of the Holders thereof and use its
commercially reasonable efforts to file amendments to the Initial Registration Statement as required by the staff of the Commission, covering
the maximum number of Registrable Securities permitted to be registered by the staff of the Commission, on Form S-3 or such other form
available to register for resale the Registrable Securities as a secondary offering, subject to the provisions of Section 2(e), with respect
to filing on Form S-3 or other appropriate form, and subject to the provisions of Section 2(d) with respect to the payment of liquidated
damages; <U>provided</U>, <U>however</U>, that prior to filing such amendment, the Company shall use diligent efforts to advocate with
the staff of the Commission for the registration of all of the Registrable Securities in accordance with the SEC Guidance, including without
limitation, Compliance and Disclosure Interpretation 612.09.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Notwithstanding any other provision of this Agreement and subject to the payment of liquidated damages
pursuant to Section 2(d), if the staff of the Commission or any SEC Guidance sets forth a limitation on the number of Registrable Securities
permitted to be registered on a particular Registration Statement as a secondary offering (and notwithstanding that the Company used diligent
efforts to advocate with the staff of the Commission for the registration of all or a greater portion of Registrable Securities), unless
otherwise directed in writing by a Holder as to its Registrable Securities to register a lesser number, the number of Registrable Securities
to be registered on such Registration Statement will be reduced as follows:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">a.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">First, the Company shall reduce or eliminate any securities to be included other than Registrable
Securities; and</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">b.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Second, the Company shall reduce Registrable Securities represented by the Preferred Conversion Shares
on a pro rata basis based on the total number of unregistered Preferred Conversion Shares held by such Holders.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify">In the event of a cutback hereunder, the Company
shall give the Holder at least five (5) Trading Days prior written notice along with the calculations as to such Holder&rsquo;s allotment.
In the event the Company amends the Initial Registration Statement in accordance with the foregoing, the Company will use its best efforts
to file with the Commission, as promptly as allowed by the staff of the Commission or SEC Guidance provided to the Company or to registrants
of securities in general, one or more registration statements on Form S-3 or such other form available to register for resale those Registrable
Securities that were not registered for resale on the Initial Registration Statement, as amended.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">If: (i) the Initial Registration Statement is not filed on or prior to its Filing Date (if the Company
files the Initial Registration Statement without affording the Holders the opportunity to review and comment on the same as required by
Section 3(a) herein, the Company shall be deemed to have not satisfied this clause (i)), or (ii) prior to the effective date of a Registration
Statement, the Company fails to file a pre-effective amendment and otherwise respond in writing to comments made by the staff of the Commission
in respect of such Registration Statement within ten (10) Trading Days after the receipt of comments by or notice from staff of the Commission
that such amendment is required in order for such Registration Statement to be declared effective or (iii) a Registration Statement registering
for resale Registrable Securities is not declared effective by the Commission by the Effectiveness Date of the Initial Registration Statement,
or (iv) after the effective date of a Registration Statement, such Registration Statement ceases for any reason to remain continuously
effective as to the Registrable Securities included in such Registration Statement, or the Holders are otherwise not permitted to utilize
the Prospectus therein to resell such Registrable Securities, for more than twenty (20) consecutive calendar days or more than an aggregate
of thirty (30) Trading Days (which need not be consecutive Trading Days) during any 12-month period (any such failure or breach being
referred to as an &ldquo;<U>Event</U>&rdquo;, and for purposes of clauses (i) and (ii), the date on which such Event occurs, and for purpose
of clause (iii) the date on which such ten (10) Trading Day period is exceeded, and for the purpose of clause (iv) the date on which such
twenty (20) calendar day or thirty (30) Trading Day period, as applicable, is exceeded being referred to as &ldquo;<U>Event Date</U>&rdquo;),
then, in addition to any other rights the Holders may have hereunder or under applicable law, on each such Event Date and on each monthly
anniversary of each such Event Date (if the applicable Event shall not have been cured by such date) until the applicable Event is cured,
the Company shall pay to each Holder an amount in cash, as partial liquidated damages and not as a penalty, equal to the product of 1.00%
multiplied by the aggregate Subscription Amount paid by such Holder pursuant to the Purchase Agreement. If the Company fails to pay any
partial liquidated damages pursuant to this Section in full within thirty (30) days after the date payable, the Company will pay interest
thereon at a rate of 4.00% per annum (or such lesser maximum amount that is permitted to be paid by applicable law) to the Holder, accruing
daily from the date such partial liquidated damages are due until such amounts, plus all such interest thereon, are paid in full. The
partial liquidated damages pursuant to the terms hereof shall apply on a daily pro rata basis for any portion of a month prior to the
cure of an Event.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(e)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">If Form S-3 is not available for the registration of the resale of Registrable Securities hereunder,
the Company shall (i) register the resale of the Registrable Securities on another appropriate form and (ii) undertake to register the
Registrable Securities on Form S-3 as soon as such form is available, provided that the Company shall maintain the effectiveness of the
Registration Statement then in effect until such time as a Registration Statement on Form S-3 covering the Registrable Securities has
been declared effective by the Commission.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(f)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Notwithstanding anything to the contrary contained herein, in no event shall the Company be permitted
to name any Holder or affiliate of a Holder as any Underwriter without the prior written consent of such Holder.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">3.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT> <FONT STYLE="font-size: 10pt"><U>Registration Procedures</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">In connection with the
Company&rsquo;s registration obligations hereunder, the Company shall:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Not less than five (5) Trading Days prior to the filing of each Registration Statement and not less
than one (1) Trading Day prior to the filing of any related Prospectus or any amendment or supplement thereto, the Company shall (i) furnish
to each Holder copies of all such documents proposed to be filed, which documents will be subject to the review of such Holders, and (ii)
cause its officers and directors, counsel and independent registered public accountants to respond to such inquiries as shall be necessary,
in the reasonable opinion of respective counsel to each Holder, to conduct a reasonable investigation within the meaning of the Securities
Act. The Company shall not file a Registration Statement or any such Prospectus or any amendments or supplements thereto to which any
Holder shall reasonably object in good faith, provided that, the Company is notified of such objection in writing no later than three
(3) Trading Days after the Holders have been so furnished copies of a Registration Statement or one (1) Trading Day after the Holders
have been so furnished copies of any related Prospectus or amendments or supplements thereto. Each Holder agrees to furnish to the Company
a completed questionnaire in the form attached to this Agreement as <U>Annex C</U> (a &ldquo;<U>Selling Stockholder Questionnaire</U>&rdquo;)
on a date that is not less than two (2) Trading Days prior to the Filing Date or by the end of the fourth (4<SUP>th</SUP>) Trading Day
following the date on which such Holder receives draft materials in accordance with this Section.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">(i) Prepare and file with the Commission such amendments, including post-effective amendments, to
a Registration Statement and the Prospectus used in connection therewith as may be necessary to keep a Registration Statement continuously
effective as to the applicable Registrable Securities for the Effectiveness Period and prepare and file with the Commission such additional
Registration Statements in order to register for resale under the Securities Act all of the Registrable Securities, (ii) cause the related
Prospectus to be amended or supplemented by any required Prospectus supplement (subject to the terms of this Agreement), and, as so supplemented
or amended, to be filed pursuant to Rule 424, (iii) respond as promptly as reasonably possible to any comments received from the Commission
with respect to a Registration Statement or any amendment thereto and provide as promptly as reasonably possible to the Holders true and
complete copies of all correspondence from and to the Commission relating to a Registration Statement (provided that, the Company shall
excise any information contained therein which would constitute material non-public information regarding the Company or any of its Subsidiaries),
and (iv) comply in all material respects with the applicable provisions of the Securities Act and the Exchange Act with respect to the
disposition of all Registrable Securities covered by a Registration Statement during the applicable period in accordance (subject to the
terms of this Agreement) with the intended methods of disposition by the Holders thereof set forth in such Registration Statement as so
amended or in such Prospectus as so supplemented.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">If during the Effectiveness Period, the number of Registrable Securities at any time exceeds 100%
of the number of shares of Common Stock then registered in a Registration Statement, then the Company shall file as soon as reasonably
practicable, but in any case prior to the applicable Filing Date (subject to SEC Guidance), an additional Registration Statement covering
the resale by the Holders of not less than the number of such Registrable Securities.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Notify the Holders of Registrable Securities to be sold (which notice shall, pursuant to clauses
(iii) through (vi) hereof, be accompanied by an instruction to suspend the use of the Prospectus until the requisite changes have been
made) as promptly as reasonably possible (and, in the case of (i)(A) below, not less than one (1) Trading Day prior to such filing) and
(if requested by any such Person) confirm such notice in writing no later than one (1) Trading Day following the day (i)(A) when a Prospectus
or any Prospectus supplement or post-effective amendment to a Registration Statement is proposed to be filed, (B) when the Commission
notifies the Company whether there will be a &ldquo;review&rdquo; of such Registration Statement and whenever the Commission comments
in writing on such Registration Statement, and (C) with respect to a Registration Statement or any post-effective amendment, when the
same has become effective, (ii) of any request by the Commission or any other federal or state governmental authority for amendments or
supplements to a Registration Statement or Prospectus or for additional information, (iii) of the issuance by the Commission or any other
federal or state governmental authority of any stop order suspending the effectiveness of a Registration Statement covering any or all
of the Registrable Securities or the initiation of any Proceedings for that purpose, (iv) of the receipt by the Company of any notification
with respect to the suspension of the qualification or exemption from qualification of any of the Registrable Securities for sale in any
jurisdiction, or the initiation or threatening of any Proceeding for such purpose, (v) of the occurrence of any event or passage of time
that makes the financial statements included in a Registration Statement ineligible for inclusion therein or any statement made in a Registration
Statement or Prospectus or any document incorporated or deemed to be incorporated therein by reference untrue in any material respect
or that requires any revisions to a Registration Statement, Prospectus or other documents so that, in the case of a Registration Statement
or the Prospectus, as the case may be, it will not contain any untrue statement of a material fact or omit to state any material fact
required to be stated therein or necessary to make the statements therein, in light of the circumstances under which they were made, not
misleading, and (vi) of the occurrence or existence of any pending corporate development with respect to the Company that the Company
believes may be material and that, in the determination of the Company, makes it not in the best interest of the Company to allow continued
availability of a Registration Statement or Prospectus, <U>provided</U>, <U>however</U>, in no event shall any such notice contain any
information which would constitute material, non-public information regarding the Company or any of its Subsidiaries.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(e)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Use its best efforts to avoid the issuance of, or, if issued, obtain the withdrawal of (i) any order
stopping or suspending the effectiveness of a Registration Statement, or (ii) any suspension of the qualification (or exemption from qualification)
of any of the Registrable Securities for sale in any jurisdiction, at the earliest practicable moment.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(f)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Furnish to each Holder, without charge, at least one conformed copy of each such Registration Statement
and each amendment thereto, including financial statements and schedules, all documents incorporated or deemed to be incorporated therein
by reference to the extent requested by such Person, and all exhibits to the extent requested by such Person (including those previously
furnished or incorporated by reference) promptly after the filing of such documents with the Commission; provided, that any such item
which is available on the EDGAR system (or successor thereto) need not be furnished in physical form.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(g)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Subject to the terms of this Agreement, the Company hereby consents to the use of such Prospectus
and each amendment or supplement thereto by each of the selling Holders in connection with the offering and sale of the Registrable Securities
covered by such Prospectus and any amendment or supplement thereto, except after the giving of any notice pursuant to Section 3(d).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(h)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Prior to any resale of Registrable Securities by a Holder, use its commercially reasonable efforts
to register or qualify or cooperate with the selling Holders in connection with the registration or qualification (or exemption from the
registration or qualification) of such Registrable Securities for the resale by the Holder under the securities or Blue Sky laws of such
jurisdictions within the United States as any Holder reasonably requests in writing, to keep each registration or qualification (or exemption
therefrom) effective during the Effectiveness Period and to do any and all other acts or things reasonably necessary to enable the disposition
in such jurisdictions of the Registrable Securities covered by each Registration Statement; provided, that, the Company shall not be required
to qualify generally to do business in any jurisdiction where it is not then so qualified, subject the Company to any material tax in
any such jurisdiction where it is not then so subject or file a general consent to service of process in any such jurisdiction.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(i)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">If requested by a Holder, cooperate with such Holder to facilitate the timely preparation and delivery
of certificates representing Registrable Securities to be delivered to a transferee pursuant to a Registration Statement, which certificates
shall be free, to the extent permitted by the Purchase Agreement or the Exchange Agreement, of all restrictive legends, and to enable
such Registrable Securities to be in such denominations and registered in such names as any such Holder may request.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(j)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Upon the occurrence of any event contemplated by Section 3(d), as promptly as reasonably possible
under the circumstances taking into account the Company&rsquo;s good faith assessment of any adverse consequences to the Company and its
stockholders of the premature disclosure of such event, prepare a supplement or amendment, including a post-effective amendment, to a
Registration Statement or a supplement to the related Prospectus or any document incorporated or deemed to be incorporated therein by
reference, and file any other required document so that, as thereafter delivered, neither a Registration Statement nor such Prospectus
will contain an untrue statement of a material fact or omit to state a material fact required to be stated therein or necessary to make
the statements therein, in light of the circumstances under which they were made, not misleading. If the Company notifies the Holders
in accordance with clauses (iii) through (vi) of Section 3(d) above to suspend the use of any Prospectus until the requisite changes to
such Prospectus have been made, then the Holders shall suspend use of such Prospectus. The Company will use its best efforts to ensure
that the use of the Prospectus may be resumed as promptly as is practicable. The Company shall be entitled to exercise its right under
this Section 3(j) to suspend the availability of a Registration Statement and Prospectus, subject to the payment of partial liquidated
damages otherwise required pursuant to Section 2(d), for a period not to exceed 60 calendar days (which need not be consecutive days)
in any 12-month period.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(k)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">Otherwise use commercially reasonable efforts to comply with all applicable rules and regulations
of the Commission under the Securities Act and the Exchange Act, including, without limitation, Rule 172 under the Securities Act, file
any final Prospectus, including any supplement or amendment thereof, with the Commission pursuant to Rule 424 under the Securities Act,
promptly inform the Holders in writing if, at any time during the Effectiveness Period, the Company does not satisfy the conditions specified
in Rule 172 and, as a result thereof, the Holders are required to deliver a Prospectus in connection with any disposition of Registrable
Securities and take such other actions as may be reasonably necessary to facilitate the registration of the Registrable Securities hereunder.</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(l)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The Company shall use its best efforts to acquire and maintain eligibility for use of Form S-3 (or
any successor form thereto) for the registration of the resale of Registrable Securities.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(m)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt">The Company may require each selling Holder to furnish to the Company a certified statement as to
the number of shares of Common Stock beneficially owned by such Holder and, if required by the Commission, the natural persons thereof
that have voting and dispositive control over the shares. During any periods that the Company is unable to meet its obligations hereunder
with respect to the registration of the Registrable Securities solely because any Holder fails to furnish such information within three
Trading Days of the Company&rsquo;s request, any liquidated damages that are accruing at such time as to such Holder only shall be tolled
and any Event that may otherwise occur solely because of such delay shall be suspended as to such Holder only, until such information
is delivered to the Company.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">4.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Registration Expenses</U>. All fees and expenses incident to the performance of or compliance
with, this Agreement by the Company shall be borne by the Company whether or not any Registrable Securities are sold pursuant to a Registration
Statement. The fees and expenses referred to in the foregoing sentence shall include, without limitation, (i) all registration and filing
fees (including, without limitation, fees and expenses of the Company&rsquo;s counsel and independent registered public accountants) (A)
with respect to filings made with the Commission, (B) with respect to filings required to be made with any Trading Market on which the
Common Stock is then listed for trading, and (C) in compliance with applicable state securities or Blue Sky laws reasonably agreed to
by the Company in writing (including, without limitation, fees and disbursements of counsel for the Company in connection with Blue Sky
qualifications or exemptions of the Registrable Securities), (ii) printing expenses (including, without limitation, expenses of printing
certificates for Registrable Securities), (iii) messenger, telephone and delivery expenses, (iv) fees and disbursements of counsel for
the Company, (v) Securities Act liability insurance, if the Company so desires such insurance, and (vi) fees and expenses of all other
Persons retained by the Company in connection with the consummation of the transactions contemplated by this Agreement. In addition, the
Company shall be responsible for all of its internal expenses incurred in connection with the consummation of the transactions contemplated
by this Agreement (including, without limitation, all salaries and expenses of its officers and employees performing legal or accounting
duties), the expense of any annual audit and the fees and expenses incurred in connection with the listing of the Registrable Securities
on any securities exchange as required hereunder. In no event shall the Company be responsible for any broker or similar commissions of
any Holder or, except to the extent provided for in the Transaction Documents, any legal fees or other costs of the Holders.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">5.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Indemnification</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Indemnification by the Company</U>. The Company shall, notwithstanding any termination of this
Agreement, indemnify and hold harmless each Holder, the officers, directors, members, partners, agents, brokers (including brokers who
offer and sell Registrable Securities as principal as a result of a pledge or any failure to perform under a margin call of Common Stock),
investment advisors and employees (and any other Persons with a functionally equivalent role of a Person holding such titles, notwithstanding
a lack of such title or any other title) of each of them, each Person who controls any such Holder (within the meaning of Section 15 of
the Securities Act or Section 20 of the Exchange Act) and the officers, directors, members, stockholders, partners, agents and employees
(and any other Persons with a functionally equivalent role of a Person holding such titles, notwithstanding a lack of such title or any
other title) of each such controlling Person, to the fullest extent permitted by applicable law, from and against any and all losses,
claims, damages, liabilities, costs (including, without limitation, reasonable attorneys&rsquo; fees) and expenses (collectively, &ldquo;<U>Losses</U>&rdquo;),
as incurred, arising out of or relating to (1) any untrue or alleged untrue statement of a material fact contained in a Registration Statement,
any Prospectus or any form of prospectus or in any amendment or supplement thereto or in any preliminary prospectus, or arising out of
or relating to any omission or alleged omission of a material fact required to be stated therein or necessary to make the statements therein
(in the case of any Prospectus or supplement thereto, in light of the circumstances under which they were made) not misleading or (2)
any violation or alleged violation by the Company of the Securities Act, the Exchange Act or any state securities law, or any rule or
regulation thereunder, in connection with the performance of its obligations under this Agreement, except to the extent, but only to the
extent, that (i) such untrue statements or omissions are based solely upon information regarding such Holder furnished in writing to the
Company by such Holder expressly for use therein, or to the extent that such information relates to such Holder or such Holder&rsquo;s
proposed method of distribution of Registrable Securities and was reviewed and expressly approved in writing by such Holder expressly
for use in a Registration Statement, such Prospectus or in any amendment or supplement thereto (it being understood that the Holder has
approved Annex A hereto for this purpose) or (ii) in the case of an occurrence of an event of the type specified in Section 3(d)(iii)-(vi),
the use by such Holder of an outdated, defective or otherwise unavailable Prospectus after the Company has notified such Holder in writing
that the Prospectus is outdated, defective or otherwise unavailable for use by such Holder and prior to the receipt by such Holder of
the Advice contemplated in Section 6(d). The Company shall notify the Holders promptly of the institution, threat or assertion of any
Proceeding arising from or in connection with the transactions contemplated by this Agreement of which the Company is aware. Such indemnity
shall remain in full force and effect regardless of any investigation made by or on behalf of such indemnified person and shall survive
the transfer of any Registrable Securities by any of the Holders in accordance with Section 6(e).</FONT></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Indemnification by Holders</U>. Each Holder shall, severally and not jointly, indemnify and hold
harmless the Company, its directors, officers, agents and employees, each Person who controls the Company (within the meaning of Section
15 of the Securities Act and Section 20 of the Exchange Act), and the directors, officers, agents or employees of such controlling Persons,
to the fullest extent permitted by applicable law, from and against all Losses, as incurred, to the extent arising out of or based solely
upon: any untrue or alleged untrue statement of a material fact contained in any Registration Statement, any Prospectus, or in any amendment
or supplement thereto or in any preliminary prospectus, or arising out of or relating to any omission or alleged omission of a material
fact required to be stated therein or necessary to make the statements therein (in the case of any Prospectus or supplement thereto, in
light of the circumstances under which they were made) not misleading (i) to the extent, but only to the extent, that such untrue statement
or omission is contained in any information so furnished in writing by such Holder to the Company expressly for inclusion in such Registration
Statement or such Prospectus or (ii) to the extent, but only to the extent, that such information relates to such Holder&rsquo;s information
provided in the Selling Stockholder Questionnaire or the proposed method of distribution of Registrable Securities and was reviewed and
expressly approved in writing by such Holder expressly for use in a Registration Statement (it being understood that the Holder has approved
Annex A hereto for this purpose), such Prospectus or in any amendment or supplement thereto. In no event shall the liability of a selling
Holder be greater in amount than the dollar amount of the proceeds (net of all expenses paid by such Holder in connection with any claim
relating to this Section 5 and the amount of any damages such Holder has otherwise been required to pay by reason of such untrue statement
or omission) received by such Holder upon the sale of the Registrable Securities included in the Registration Statement giving rise to
such indemnification obligation.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Conduct of Indemnification Proceedings</U>. If any Proceeding shall be brought or asserted against
any Person entitled to indemnity hereunder (an &ldquo;<U>Indemnified Party</U>&rdquo;), such Indemnified Party shall promptly notify the
Person from whom indemnity is sought (the &ldquo;<U>Indemnifying Party</U>&rdquo;) in writing, and the Indemnifying Party shall have the
right to assume the defense thereof, including the employment of counsel reasonably satisfactory to the Indemnified Party and the payment
of all fees and expenses incurred in connection with defense thereof; provided, that, the failure of any Indemnified Party to give such
notice shall not relieve the Indemnifying Party of its obligations or liabilities pursuant to this Agreement, except (and only) to the
extent that it shall be finally determined by a court of competent jurisdiction (which determination is not subject to appeal or further
review) that such failure shall have materially and adversely prejudiced the Indemnifying Party.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">An Indemnified Party shall
have the right to employ separate counsel in any such Proceeding and to participate in the defense thereof, but the fees and expenses
of such counsel shall be at the expense of such Indemnified Party or Parties unless: (1) the Indemnifying Party has agreed in writing
to pay such fees and expenses, (2) the Indemnifying Party shall have failed promptly to assume the defense of such Proceeding and to employ
counsel reasonably satisfactory to such Indemnified Party in any such Proceeding or (3) the named parties to any such Proceeding (including
any impleaded parties) include both such Indemnified Party and the Indemnifying Party, and counsel to the Indemnified Party shall reasonably
believe that a material conflict of interest is likely to exist if the same counsel were to represent such Indemnified Party and the Indemnifying
Party (in which case, if such Indemnified Party notifies the Indemnifying Party in writing that it elects to employ separate counsel at
the expense of the Indemnifying Party, the Indemnifying Party shall not have the right to assume the defense thereof and the reasonable
fees and expenses of no more than one separate counsel shall be at the expense of the Indemnifying Party). The Indemnifying Party shall
not be liable for any settlement of any such Proceeding effected without its written consent, which consent shall not be unreasonably
withheld or delayed. No Indemnifying Party shall, without the prior written consent of the Indemnified Party, effect any settlement of
any pending Proceeding in respect of which any Indemnified Party is a party, unless such settlement includes an unconditional release
of such Indemnified Party from all liability on claims that are the subject matter of such Proceeding.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">Subject to the terms of
this Agreement, all reasonable fees and expenses of the Indemnified Party (including reasonable fees and expenses to the extent incurred
in connection with investigating or preparing to defend such Proceeding in a manner not inconsistent with this Section) shall be paid
to the Indemnified Party, within thirty (30) Trading Days of written notice thereof to the Indemnifying Party; provided, that, the Indemnified
Party shall promptly reimburse the Indemnifying Party for that portion of such fees and expenses applicable to such actions for which
such Indemnified Party is finally determined by a court of competent jurisdiction (which determination is not subject to appeal or further
review) not to be entitled to indemnification hereunder.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Contribution</U>. If the indemnification under Section 5(a) or 5(b) is unavailable to an Indemnified
Party or insufficient to hold an Indemnified Party harmless for any Losses, then each Indemnifying Party shall contribute to the amount
paid or payable by such Indemnified Party, in such proportion as is appropriate to reflect the relative fault of the Indemnifying Party
and Indemnified Party in connection with the actions, statements or omissions that resulted in such Losses as well as any other relevant
equitable considerations. The relative fault of such Indemnifying Party and Indemnified Party shall be determined by reference to, among
other things, whether any action in question, including any untrue or alleged untrue statement of a material fact or omission or alleged
omission of a material fact, has been taken or made by, or relates to information supplied by, such Indemnifying Party or Indemnified
Party, and the parties&rsquo; relative intent, knowledge, access to information and opportunity to correct or prevent such action, statement
or omission. The amount paid or payable by a party as a result of any Losses shall be deemed to include, subject to the limitations set
forth in this Agreement, any reasonable attorneys&rsquo; or other fees or expenses incurred by such party in connection with any Proceeding
to the extent such party would have been indemnified for such fees or expenses if the indemnification provided for in this Section was
available to such party in accordance with its terms.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The parties hereto agree
that it would not be just and equitable if contribution pursuant to this Section 5(d) were determined by pro rata allocation or by any
other method of allocation that does not take into account the equitable considerations referred to in the immediately preceding paragraph.
In no event shall the contribution obligation of a Holder of Registrable Securities be greater in amount than the dollar amount of the
proceeds (net of all expenses paid by such Holder in connection with any claim relating to this Section 5 and the amount of any damages
such Holder has otherwise been required to pay by reason of such untrue or alleged untrue statement or omission or alleged omission) received
by it upon the sale of the Registrable Securities giving rise to such contribution obligation.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The indemnity and contribution
agreements contained in this Section are in addition to any liability that the Indemnifying Parties may have to the Indemnified Parties.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">6.</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Miscellaneous</U>.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(a)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Remedies</U>. In the event of a breach by the Company or by a Holder of any of their respective
obligations under this Agreement, each Holder or the Company, as the case may be, in addition to being entitled to exercise all rights
granted by law and under this Agreement, including recovery of damages, shall be entitled to specific performance of its rights under
this Agreement. Each of the Company and each Holder agrees that monetary damages would not provide adequate compensation for any losses
incurred by reason of a breach by it of any of the provisions of this Agreement and hereby further agrees that, in the event of any action
for specific performance in respect of such breach, it shall not assert or shall waive the defense that a remedy at law would be adequate.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(b)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Piggyback on Registrations; Prohibition on Filing Other Registration Statements</U>. Unless
otherwise consented to in writing by the Holders of 51% or more of the then outstanding Registrable Securities, (x) neither the Company
nor any of its security holders (other than the Holders in such capacity pursuant hereto) may include securities of the Company in any
Registration Statements other than the Registrable Securities, and (y) the Company shall not file any other registration statements until
all Registrable Securities are registered pursuant to a Registration Statement that is declared effective by the Commission, provided
that this Section 6(b) shall not prohibit the Company from filing amendments to registration statements filed prior to the date of this
Agreement or a Registration Statement on Form S-8 relating to any stock option or similar plan.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(c)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Discontinued Disposition</U>. By its acquisition of Registrable Securities, each Holder agrees
that, upon receipt of a notice from the Company of the occurrence of any event of the kind described in Section 3(d)(iii) through (vi),
such Holder will forthwith discontinue disposition of such Registrable Securities under a Registration Statement until it is advised in
writing (the &ldquo;<U>Advice</U>&rdquo;) by the Company that the use of the applicable Prospectus (as it may have been supplemented or
amended) may be resumed. The Company will use its best efforts to ensure that the use of the Prospectus may be resumed as promptly as
is practicable. The Company agrees and acknowledges that any periods during which the Holder is required to discontinue the disposition
of the Registrable Securities hereunder shall be subject to the provisions of Section 2(d).</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(d)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Amendments and Waivers</U>. The provisions of this Agreement, including the provisions of this
sentence, may not be amended, modified or supplemented, and waivers or consents to departures from the provisions hereof may not be given,
unless the same shall be in writing and signed by the Company and the Holders of 51% or more of the then outstanding Registrable Securities,
provided that, if any amendment, modification or waiver disproportionately and adversely impacts a Holder (or group of Holders), the consent
of such disproportionately impacted Holder (or group of Holders) shall be required. If a Registration Statement does not register all
of the Registrable Securities pursuant to a waiver or amendment done in compliance with the previous sentence, then the number of Registrable
Securities to be registered for each Holder shall be reduced pro rata among all Holders and each Holder shall have the right to designate
which of its Registrable Securities shall be omitted from such Registration Statement. Notwithstanding the foregoing, a waiver or consent
to depart from the provisions hereof with respect to a matter that relates exclusively to the rights of a Holder or some Holders and that
does not directly or indirectly affect the rights of other Holders may be given only by such Holder or Holders of all of the Registrable
Securities to which such waiver or consent relates; <U>provided</U>, <U>however</U>, that the provisions of this sentence may not be amended,
modified, or supplemented except in accordance with the provisions of the first sentence of this Section 6(d). No consideration shall
be offered or paid to any Person to amend or consent to a waiver or modification of any provision of this Agreement unless the same consideration
also is offered to all of the parties to this Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(e)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Notices</U>. Any and all notices or other communications or deliveries required or permitted to
be provided hereunder shall be delivered as set forth in the Purchase Agreement or the Exchange Agreement. </FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(f)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Successors and Assigns</U>. This Agreement shall inure to the benefit of and be binding upon the
successors and permitted assigns of each of the parties and shall inure to the benefit of each Holder. The Company may not assign (except
by merger) its rights or obligations hereunder without the prior written consent of all of the Holders of the then outstanding Registrable
Securities. Each Holder may assign their respective rights hereunder in the manner and to the Persons as permitted under Section 5.7 of
the Purchase Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(g)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>No Inconsistent Agreements</U>. Neither the Company nor any of its Subsidiaries has entered, as
of the date hereof, nor shall the Company or any of its Subsidiaries, on or after the date of this Agreement, enter into any agreement
with respect to its securities, that would have the effect of impairing the rights granted to the Holders in this Agreement or otherwise
conflicts with the provisions hereof. Except as set forth on <U>Schedule 6(g)</U>, neither the Company nor any of its Subsidiaries has
previously entered into any agreement granting any registration rights with respect to any of its securities to any Person that have not
been satisfied in full.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(h)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Execution and Counterparts</U>. This Agreement may be executed in two or more counterparts, all
of which when taken together shall be considered one and the same agreement and shall become effective when counterparts have been signed
by each party and delivered to the other party, it being understood that both parties need not sign the same counterpart. In the event
that any signature is delivered by facsimile transmission, by electronic mail (including &ldquo;.pdf&rdquo; or any electronic signature
complying with the U.S. federal ESIGN Act of 2000, e.g. docusign.com) or other transmission method, such signature shall create a valid
and binding obligation of the party executing (or on whose behalf such signature is executed) with the same force and effect as if it
were an original thereof.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(i)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Governing Law</U>. All questions concerning the construction, validity, enforcement and interpretation
of this Agreement shall be determined in accordance with the provisions of the Purchase Agreement.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(j)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Cumulative Remedies</U>. The remedies provided herein are cumulative and not exclusive of any
other remedies provided by law.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(k)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Severability</U>. If any term, provision, covenant or restriction of this Agreement is held by
a court of competent jurisdiction to be invalid, illegal, void or unenforceable, the remainder of the terms, provisions, covenants and
restrictions set forth herein shall remain in full force and effect and shall in no way be affected, impaired or invalidated, and the
parties hereto shall use their commercially reasonable efforts to find and employ an alternative means to achieve the same or substantially
the same result as that contemplated by such term, provision, covenant or restriction. It is hereby stipulated and declared to be the
intention of the parties that they would have executed the remaining terms, provisions, covenants and restrictions without including any
of such that may be hereafter declared invalid, illegal, void or unenforceable.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(l)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Headings</U>. The headings in this Agreement are for convenience only, do not constitute a part
of this Agreement and shall not be deemed to limit or affect any of the provisions hereof.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in"><FONT STYLE="display: inline-block; width: 0.5in; float: left; white-space:nowrap">(m)</FONT><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">
</FONT><FONT STYLE="font-size: 10pt"><U>Independent Nature of Holders&rsquo; Obligations and Rights</U>. The obligations of each Holder
hereunder are several and not joint with the obligations of any other Holder hereunder, and no Holder shall be responsible in any way
for the performance of the obligations of any other Holder hereunder. Nothing contained herein or in any other agreement or document delivered
at any closing, and no action taken by any Holder pursuant hereto or thereto, shall be deemed to constitute the Holders as a partnership,
an association, a joint venture or any other kind of group or entity, or create a presumption that the Holders are in any way acting in
concert or as a group or entity with respect to such obligations or the transactions contemplated by this Agreement or any other matters,
and the Company acknowledges that the Holders are not acting in concert or as a group, and the Company shall not assert any such claim,
with respect to such obligations or transactions. Each Holder shall be entitled to protect and enforce its rights, including without limitation
the rights arising out of this Agreement, and it shall not be necessary for any other Holder to be joined as an additional party in any
proceeding for such purpose. The use of a single agreement with respect to the obligations of the Company contained herein was solely
in the control of the Company, not the action or decision of any Holder, and was done solely for the convenience of the Company and not
because it was required or requested to do so by any Holder. It is expressly understood and agreed that each provision contained in this
Agreement is between the Company and a Holder, solely, and not between the Company and the Holders collectively and not between and among
Holders.</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">********************</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><I>(Signature Pages Follow)</I></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>


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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">IN WITNESS WHEREOF, the
parties have executed this Registration Rights Agreement as of the date first written above.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">DUOS TECHNOLOGIES GROUP, INC.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">By: ___________________________________</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">Name: _________________________________</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">Title: __________________________________</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">[SIGNATURE PAGES OF HOLDERS FOLLOW]</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&nbsp;</P>


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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">SIGNATURE PAGE OF HOLDERS TO REGISTRATION RIGHTS AGREEMENT OF DUOS
TECHNOLOGIES GROUP, INC.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Name of Holder: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#9;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Signature of Authorized Signatory of Holder: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#9;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Name of Authorized Signatory: <U>&#9;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Title of Authorized Signatory: <U>&#9;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>


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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>Annex A</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center">Plan of Distribution</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0"></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">Each Selling Stockholder
(the &ldquo;<U>Selling Stockholders</U>&rdquo;) of the securities and any of their pledgees, assignees and successors-in-interest may,
from time to time, sell, separately or together, any or all of their securities covered hereby on the principal Trading Market or any
other stock exchange, market or trading facility on which the securities are traded or in private transactions. These sales may be at
fixed or negotiated prices. To the extent the Selling Stockholders gift, pledge or otherwise transfer the securities offered hereby, such
transferees may offer and sell the securities from time to time under this prospectus, provided that, if required under the Securities
Act, and the rules and regulations promulgated thereunder, this prospectus has been amended under Rule 424(b)(3) or other applicable provision
of the Securities Act, to include the name of such transferee in the list of selling securityholders under this prospectus. A Selling
Stockholder may use any one or more of the following methods when selling securities:</P>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">ordinary brokerage transactions and transactions in which the broker-dealer
solicits purchasers;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">block trades in which the broker-dealer will attempt to sell the securities
as agent but may position and resell a portion of the block as principal to facilitate the transaction;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">purchases by a broker-dealer as principal and resale by the broker-dealer
for its account;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">an exchange distribution in accordance with the rules of the applicable
exchange;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">privately negotiated transactions; </FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">through one or more underwritten offerings on a firm commitment or best
efforts basis;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">settlement of short sales that are not in violation of Regulation SHO;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">in transactions through broker-dealers that agree with the Selling Stockholders
to sell a specified number of such securities at a stipulated price per security;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">through the writing or settlement of options or other hedging transactions,
whether through an options exchange or otherwise;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">through the distribution of securities by any Selling Stockholder to its
partners, members or securityholders;</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">a combination of any such methods of sale; or</FONT></TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 10pt Times New Roman, Times, Serif; margin-top: 0; margin-bottom: 12pt"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.5in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol; font-size: 10pt">&#183;</FONT></TD><TD STYLE="text-align: justify"><FONT STYLE="font-size: 10pt">any other method permitted pursuant to applicable law.</FONT></TD></TR></TABLE>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Selling Stockholders
may also sell securities under Rule 144 or any other exemption from registration under the Securities Act of 1933, as amended (the &ldquo;<U>Securities
Act</U>&rdquo;), if available, rather than under this prospectus. The Selling Stockholders have the sole and absolute discretion not to
accept any purchase offer or make any sale of securities if they deem the purchase price to be unsatisfactory at any particular time.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">Broker-dealers engaged
by the Selling Stockholders may arrange for other brokers-dealers to participate in sales. Broker-dealers may receive commissions or discounts
from the Selling Stockholders (or, if any broker-dealer acts as agent for the purchaser of securities, from the purchaser) in amounts
to be negotiated, but, except as set forth in a supplement to this prospectus, in the case of an agency transaction not in excess of a
customary brokerage commission in compliance with FINRA Rule 2440; and in the case of a principal transaction a markup or markdown in
compliance with FINRA IM-2440.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">In connection with the
sale of the securities or interests therein, the Selling Stockholders may enter into hedging transactions with broker-dealers or other
financial institutions, which may in turn engage in short sales of the securities in the course of hedging the positions they assume.
The Selling Stockholders may also sell securities short and deliver these securities to close out their short positions, or loan or pledge
the securities to broker-dealers that in turn may sell these securities. The Selling Stockholders may also enter into option or other
transactions with broker-dealers or other financial institutions or create one or more derivative securities which require the delivery
to such broker-dealer or other financial institution of securities offered by this prospectus, which securities such broker-dealer or
other financial institution may resell pursuant to this prospectus (as supplemented or amended to reflect such transaction).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Selling Stockholders
may from time to time pledge or grant a security interest in some or all of their securities to their broker-dealers under the margin
provisions of customer agreements or to other parties to secure other obligations. If a Selling Stockholder defaults on a margin loan
or other secured obligation, the broker-dealer or secured party may, from time to time, offer and sell the securities pledged or secured
thereby pursuant to this prospectus. The Selling Stockholders and any other persons participating in the sale or distribution of the securities
will be subject to applicable provisions of the Securities Act and the Exchange Act, and the rules and regulations thereunder, including,
without limitation, Regulation M. These provisions may restrict certain activities of, and limit the timing of purchases and sales of
any of the securities by, the Selling Stockholders or any other person, which limitations may affect the marketability of the securities.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Selling Stockholders
also may transfer the shares of our securities in other circumstances, in which case the transferees, pledgees or other successors-in-interest
will be the selling beneficial owners for purposes of this prospectus.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">A Selling Stockholder that
is an entity may elect to make a pro rata in-kind distribution of securities to its members, partners or shareholders pursuant to the
registration statement of which this prospectus is part by delivering a prospectus. To the extent that such members, partners or shareholders
are not affiliates of ours, such members, partners or shareholders would thereby receive freely tradeable securities pursuant to the distribution
through a registration statement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Selling Stockholders
and any broker-dealers or agents that are involved in selling the securities may be deemed to be &ldquo;underwriters&rdquo; within the
meaning of the Securities Act in connection with such sales. In such event, any commissions received by such broker-dealers or agents
and any profit on the resale of the securities purchased by them may be deemed to be underwriting commissions or discounts under the Securities
Act. Each Selling Stockholder has informed the Company that it does not have any written or oral agreement or understanding, directly
or indirectly, with any person to distribute the securities.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The Company is required
to pay certain fees and expenses incurred by the Company incident to the registration of the securities. The Company has agreed to indemnify
the Selling Stockholders against certain losses, claims, damages and liabilities, including liabilities under the Securities Act.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">We agreed to keep this
prospectus effective until the earlier of the date on which (i) the securities may be resold by the Selling Stockholders without registration
and without regard to any volume or manner-of-sale limitations by reason of Rule 144, without the requirement for the Company to be in
compliance with the current public information under Rule 144 under the Securities Act or any other rule of similar effect or (ii) all
of the securities have been sold pursuant to this prospectus or Rule 144 under the Securities Act or any other rule of similar effect.
The resale securities will be sold only through registered or licensed brokers or dealers if required under applicable state securities
laws. In addition, in certain states, the resale securities covered hereby may not be sold unless they have been registered or qualified
for sale in the applicable state or an exemption from the registration or qualification requirement is available and is complied with.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">Under applicable rules
and regulations under the Exchange Act, any person engaged in the distribution of the resale securities may not simultaneously engage
in market making activities with respect to the common stock for the applicable restricted period, as defined in Regulation M, prior to
the commencement of the distribution. In addition, the Selling Stockholders will be subject to applicable provisions of the Exchange Act
and the rules and regulations thereunder, including Regulation M, which may limit the timing of purchases and sales of the common stock
by the Selling Stockholders or any other person. We will make copies of this prospectus available to the Selling Stockholders and have
informed them of the need to deliver a copy of this prospectus to each purchaser at or prior to the time of the sale (including by compliance
with Rule 172 under the Securities Act).</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>


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<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: right"><FONT STYLE="text-transform: none">Annex</FONT>
b</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">SELLING STOCKHOLDERS</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The common stock being
offered by the selling stockholders are those [previously issued] [issuable to] the selling stockholders upon conversion of the preferred
stock. For additional information regarding the issuances of those shares of preferred stock, see &ldquo;Private Placement of Preferred
Shares&rdquo; above. We are registering the shares of common stock in order to permit the selling stockholders to offer the shares for
resale from time to time. Except for the ownership of the shares of preferred stock and common stock and as otherwise set forth in this
prospectus, the selling stockholders have not had any material relationship with us within the past three years.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The table below lists the
selling stockholders and other information regarding the beneficial ownership of the shares of common stock by each of the selling stockholders.
The second column lists the number of shares of common stock beneficially owned by each selling stockholder, based on its ownership of
the shares of preferred stock, common stock and warrants, as of ________________, 2023, assuming conversion of the preferred stock and
exercise of the warrants held by the selling stockholders on that date, without regard to any limitations on conversions or exercises.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The third column lists
the shares of common stock being offered by this prospectus by the selling stockholders.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">In accordance with the
terms of a registration rights agreement with the selling stockholders, this prospectus generally covers the resale of the maximum number
of shares of common stock issuable upon conversion of the preferred stock, determined as if the outstanding shares of preferred stock
were converted in full as of the trading day immediately preceding the date this registration statement was initially filed with the SEC
as of the trading day immediately preceding the applicable date of determination and subject to adjustment as provided in the registration
rights agreement, without regard to any limitations on the conversion of the preferred stock. The fourth column assumes the sale of all
of the shares offered by the selling stockholders pursuant to this prospectus.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">Under the terms of the
Certificate of Designation, a selling stockholder may not convert the preferred stock to the extent such conversion would cause such selling
stockholder, together with its affiliates and attribution parties, to beneficially own a number of shares of common stock which would
exceed [4.99%][19.99%] of our then outstanding common stock following such conversion, excluding for purposes of such determination shares
of common stock issuable upon conversion of the preferred stock which has not been converted. The number of shares in the second column
does not reflect this limitation. The selling stockholders may sell all, some or none of their shares in this offering. See &ldquo;Plan
of Distribution.&rdquo;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="width: 100%; font: 10pt Times New Roman, Times, Serif">
  <TR STYLE="vertical-align: bottom">
    <TD STYLE="width: 28%; text-align: center"><FONT STYLE="font-size: 10pt"><U>Name of Selling Stockholder</U></FONT></TD>
    <TD STYLE="width: 24%; text-align: center"><FONT STYLE="font-size: 10pt"><U>Number of shares of Common Stock Owned Prior to Offering</U></FONT></TD>
    <TD STYLE="width: 25%; text-align: center"><FONT STYLE="font-size: 10pt"><U>Maximum Number of shares of Common Stock to be Sold Pursuant to this Prospectus</U></FONT></TD>
    <TD STYLE="width: 23%; text-align: center"><FONT STYLE="font-size: 10pt"><U>Number of shares of Common Stock Owned After Offering</U></FONT></TD></TR>
  </TABLE>

<P STYLE="margin-top: 0; margin-bottom: 0">&nbsp;</P>

<P STYLE="margin-top: 0; margin-bottom: 0">&nbsp;</P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0"><B>&nbsp;</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>Annex C</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">DUOS TECHNOLOGIES
GROUP, INC.</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: center">Selling Stockholder Notice and Questionnaire</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The undersigned beneficial
owner of common stock (the &ldquo;<U>Registrable Securities</U>&rdquo;) of Duos Technologies Group, Inc., a Florida corporation (the &ldquo;<U>Company</U>&rdquo;),
understands that the Company has filed or intends to file with the Securities and Exchange Commission (the &ldquo;<U>Commission</U>&rdquo;)
a registration statement (the &ldquo;<U>Registration Statement</U>&rdquo;) for the registration and resale under Rule 415 of the Securities
Act of 1933, as amended (the &ldquo;<U>Securities Act</U>&rdquo;), of the Registrable Securities, in accordance with the terms of the
Registration Rights Agreement (the &ldquo;<U>Registration Rights Agreement</U>&rdquo;) to which this document is annexed. A copy of the
Registration Rights Agreement is available from the Company upon request at the address set forth below. All capitalized terms not otherwise
defined herein shall have the meanings ascribed thereto in the Registration Rights Agreement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">Certain legal consequences
arise from being named as a selling stockholder in the Registration Statement and the related prospectus. Accordingly, holders and beneficial
owners of Registrable Securities are advised to consult their own securities law counsel regarding the consequences of being named or
not being named as a selling stockholder in the Registration Statement and the related prospectus.</P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">NOTICE</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The undersigned beneficial
owner (the &ldquo;<U>Selling Stockholder</U>&rdquo;) of Registrable Securities hereby elects to include the Registrable Securities owned
by it in the Registration Statement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The undersigned hereby
provides the following information to the Company and represents and warrants that such information is accurate:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>


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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0"></P>

<P STYLE="font: bold 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-transform: uppercase; text-align: center">QUESTIONNAIRE</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">1.<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt"><B>Name.</B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in">(a)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">Full Legal Name of Selling Stockholder:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0"></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in">(b)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">Full Legal Name of Registered Holder (if not the same as (a) above) through which Registrable Securities
are held:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0"></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in">(c)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">Full Legal Name of Natural Control Person (which means a natural person who directly or indirectly
alone or with others has power to vote or dispose of the securities covered by this Questionnaire):</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0"></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">2.<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt"><B>Address for Notices to Selling Stockholder:</B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Telephone:&#9;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Fax:&#9;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Email:&#9;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Contact&#9;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Person:&#9;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">3.<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt"><B>Broker-Dealer Status:</B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in">(a)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">Are you a broker-dealer?</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt 1.5in"><FONT STYLE="font-size: 10pt">Yes </FONT>[_] <FONT STYLE="font-size: 10pt">&#9;No
</FONT>[_]</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in">(b)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">If &ldquo;yes&rdquo; to Section 3(a), did you receive your Registrable Securities as compensation
for investment banking services to the Company?</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt 1.5in"><FONT STYLE="font-size: 10pt">Yes </FONT>[_] <FONT STYLE="font-size: 10pt">&#9;No
</FONT>[_]</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Note: If &ldquo;no&rdquo; to Section 3(b), the Commission&rsquo;s
staff has indicated that you should be identified as an underwriter in the Registration Statement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in">(c)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">Are you an affiliate of a broker-dealer?</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt 1.5in"><FONT STYLE="font-size: 10pt">Yes </FONT>[_] <FONT STYLE="font-size: 10pt">&#9;No
</FONT>[_]</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 1in">(d)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">If you are an affiliate of a broker-dealer, do you certify that you purchased the Registrable Securities
in the ordinary course of business, and at the time of the purchase of the Registrable Securities to be resold, you had no agreements
or understandings, directly or indirectly, with any person to distribute the Registrable Securities?</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt 1.5in"><FONT STYLE="font-size: 10pt">Yes </FONT>[_] <FONT STYLE="font-size: 10pt">&#9;No
</FONT>[_]</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">Note: If &ldquo;no&rdquo; to Section 3(d), the Commission&rsquo;s
staff has indicated that you should be identified as an underwriter in the Registration Statement.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in"></P>

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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">4.<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt"><B>Beneficial Ownership of Securities of the Company Owned by the Selling Stockholder.</B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt"><I>Except as set forth below in this Item 4, the undersigned is
not the beneficial or registered owner of any securities of the Company other than the securities issuable pursuant to the Purchase Agreement
or the Exchange Agreement.</I></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; text-align: justify; text-indent: 1in">(a)<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt">Type and Amount of other securities beneficially owned by the Selling Stockholder:</FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">5.<FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 7pt">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</FONT><FONT STYLE="font-size: 10pt"><B>Relationships with the Company:</B></FONT></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt"><I>Except as set forth below, neither the undersigned nor any of
its affiliates, officers, directors or principal equity holders (owners of 5% of more of the equity securities of the undersigned) has
held any position or office or has had any other material relationship with the Company (or its predecessors or affiliates) during the
past three years.</I></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt">State any exceptions here:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">The undersigned agrees
to promptly notify the Company of any material inaccuracies or changes in the information provided herein that may occur subsequent to
the date hereof at any time while the Registration Statement remains effective; provided, that the undersigned shall not be required to
notify the Company of any changes to the number of securities held or owned by the undersigned or its affiliates.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">By signing below, the undersigned
consents to the disclosure of the information contained herein in its answers to Items 1 through 5 and the inclusion of such information
in the Registration Statement and the related prospectus and any amendments or supplements thereto. The undersigned understands that such
information will be relied upon by the Company in connection with the preparation or amendment of the Registration Statement and the related
prospectus and any amendments or supplements thereto.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt; text-align: justify; text-indent: 0.5in">IN WITNESS WHEREOF the
undersigned, by authority duly given, has caused this Notice and Questionnaire to be executed and delivered either in person or by its
duly authorized agent.</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Date: &#9;Beneficial Owner:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">By: <U>&#9;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">Name: <U>&#9;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3in">Title: <U>&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#8239;&#9;</U></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0 0 12pt"><B>PLEASE FAX A COPY (OR EMAIL A .PDF COPY) OF THE COMPLETED AND
EXECUTED NOTICE AND QUESTIONNAIRE TO:</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>


<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

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<TYPE>EX-31.1
<SEQUENCE>5
<FILENAME>ex31x1.htm
<DESCRIPTION>EXHIBIT 31.1
<TEXT>
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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>Exhibit 31.1</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>&nbsp;</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>CERTIFICATION OF PRINCIPAL EXECUTIVE OFFICER</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>PURSUANT TO SECTION 302 OF THE</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>SARBANES-OXLEY ACT OF 2002</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">I, Charles P. Ferry, certify that:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">1.&nbsp;&nbsp;&nbsp;&nbsp;I have reviewed this quarterly
report on Form 10-Q of Duos Technologies Group, Inc.;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">2.&nbsp;&nbsp;&nbsp;&nbsp;Based on my knowledge, this
quarterly report does not contain any untrue statement of a material fact or omit to state a material fact necessary to make the statements
made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this quarterly
report;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">3.&nbsp;&nbsp;&nbsp;&nbsp;Based on my knowledge, the
financial statements, and other financial information included in this quarterly report, fairly present in all material respects the financial
condition, results of operations and cash flows of the registrant as of, and for, the periods presented in this quarterly report;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">4.&nbsp;&nbsp;&nbsp;&nbsp;The registrant&rsquo;s other
certifying officer and I are responsible for establishing and maintaining disclosure controls and procedures (as defined in Exchange Act
Rules 13a-15(e) and 15d-15(e)) and internal controls over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-15(f))
for the registrant and have:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our supervision, to ensure that material information relating to the registrant, including its consolidated subsidiaries, is made known to us by others within those entities, particularly for the period in which this quarterly report is being prepared;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our supervision, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">c)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">evaluated the effectiveness of the registrant&rsquo;s disclosure controls and procedures and presented in this report our conclusions about the effectiveness of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">d)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">disclosed in this report any change in the registrant&rsquo;s internal control over financial reporting that occurred during the registrant&rsquo;s most recent fiscal quarter that has materially affected, or is reasonably likely to materially affect, the registrant&rsquo;s internal control over financial reporting;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">5.&nbsp;&nbsp;&nbsp;&nbsp;The registrant&rsquo;s other
certifying officer and I have disclosed, based on our most recent evaluation, to the registrant&rsquo;s auditors and the audit committee
of the registrant&rsquo;s board of directors (or persons performing the equivalent function):</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">all significant deficiencies in the design or operation of internal controls which could adversely affect the registrant&rsquo;s ability to record, process, summarize and report financial data and have identified for the registrant&rsquo;s auditors any material weaknesses in internal controls; and</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant&rsquo;s internal controls over financial reporting.</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="vertical-align: bottom">&nbsp;</TD>
    <TD COLSPAN="2" STYLE="vertical-align: top">&nbsp;</TD></TR>
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 56%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: November 14, 2023</FONT></TD>
    <TD STYLE="width: 1%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</FONT></TD>
    <TD STYLE="width: 43%; border-bottom: black 1pt solid"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/ Charles P. Ferry</FONT></TD></TR>
  <TR>
    <TD STYLE="vertical-align: top">&nbsp;</TD>
    <TD STYLE="vertical-align: top">&nbsp;</TD>
    <TD STYLE="vertical-align: bottom">
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Charles P. Ferry</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Chief Executive Officer</P></TD></TR>
  </TABLE>


<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"></P>

<P STYLE="margin: 0">&nbsp;</P>

<P STYLE="margin: 0">&nbsp;</P>

<P STYLE="margin: 0">&nbsp;</P>

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<TYPE>EX-31.2
<SEQUENCE>6
<FILENAME>ex31x2.htm
<DESCRIPTION>EXHIBIT 31.2
<TEXT>
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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>&nbsp;</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>Exhibit 31.2</B></P>

<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>CERTIFICATION OF PRINCIPAL FINANCIAL OFFICER</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>PURSUANT TO SECTION 302 OF THE</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>SARBANES-OXLEY ACT OF 2002</B></P>

<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: center">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">I, Andrew W. Murphy, certify that:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">1.&nbsp;&nbsp;&nbsp;&nbsp;I have reviewed this quarterly
report on Form 10-Q of Duos Technologies Group, Inc.;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">2.&nbsp;&nbsp;&nbsp;&nbsp;Based on my knowledge, this
quarterly report does not contain any untrue statement of a material fact or omit to state a material fact necessary to make the statements
made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this quarterly
report;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">3.&nbsp;&nbsp;&nbsp;&nbsp;Based on my knowledge, the
financial statements, and other financial information included in this quarterly report, fairly present in all material respects the financial
condition, results of operations and cash flows of the registrant as of, and for, the periods presented in this quarterly report;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">4.&nbsp;&nbsp;&nbsp;&nbsp;The registrant&rsquo;s other
certifying officer and I are responsible for establishing and maintaining disclosure controls and procedures (as defined in Exchange Act
Rules 13a-15(e) and 15d-15(e)) and internal controls over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-15(f))
for the registrant and have:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our supervision, to ensure that material information relating to the registrant, including its consolidated subsidiaries, is made known to us by others within those entities, particularly for the period in which this quarterly report is being prepared;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our supervision, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">c)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">evaluated the effectiveness of the registrant&rsquo;s disclosure controls and procedures and presented in this report our conclusions about the effectiveness of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">d)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">disclosed in this report any change in the registrant&rsquo;s internal control over financial reporting that occurred during the registrant&rsquo;s most recent fiscal quarter that has materially affected, or is reasonably likely to materially affect, the registrant&rsquo;s internal control over financial reporting;</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">5.&nbsp;&nbsp;&nbsp;&nbsp;The registrant&rsquo;s other
certifying officer and I have disclosed, based on our most recent evaluation, to the registrant&rsquo;s auditors and the audit committee
of registrant&rsquo;s board of directors (or persons performing the equivalent function):</P>

<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">all significant deficiencies in the design or operation of internal controls which could adversely affect the registrant&rsquo;s ability to record, process, summarize and report financial data and have identified for the registrant&rsquo;s auditors any material weaknesses in internal controls; and</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 5%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 1%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 94%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant&rsquo;s internal controls over financial reporting.</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&nbsp;&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR>
    <TD STYLE="width: 56%">&nbsp;</TD>
    <TD STYLE="width: 1%; text-align: justify">&nbsp;</TD>
    <TD STYLE="width: 43%; text-align: justify">&nbsp;</TD></TR>
  <TR STYLE="vertical-align: top">
    <TD><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: November 14, 2023</FONT></TD>
    <TD STYLE="text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</FONT></TD>
    <TD STYLE="border-bottom: black 1pt solid"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/ Andrew W. Murphy</FONT></TD></TR>
  <TR>
    <TD STYLE="vertical-align: top">&nbsp;</TD>
    <TD STYLE="vertical-align: top; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: bottom">
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Andrew W. Murphy</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Chief Financial Officer</P></TD></TR>
  </TABLE>
<P STYLE="font: 11pt/105% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&nbsp;</P>


<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"></P>




















































































































<P STYLE="margin: 0">&nbsp;</P>


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<DOCUMENT>
<TYPE>EX-32.1
<SEQUENCE>7
<FILENAME>ex32x1.htm
<DESCRIPTION>EXHIBIT 32.1
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
</HEAD>
<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>&nbsp;</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>EXHIBIT 32.1</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>CERTIFICATION PURSUANT TO</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>18 U.S.C. SECTION 1350,</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>AS ADOPTED PURSUANT TO SECTION 906 OF</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>THE SARBANES-OXLEY ACT OF 2002</B></P>

<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: center">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with this Quarterly Report of Duos Technologies
Group, Inc. (the &ldquo;Company&rdquo;), on Form 10-Q for the period ended September 30, 2023, as filed with the U.S. Securities and Exchange
Commission on the date hereof, I, Charles P. Ferry, Chief Executive Officer of the Company, certify to the best of my knowledge, pursuant
to 18 U.S.C. Sec. 1350, as adopted pursuant to Sec. 906 of the Sarbanes-Oxley Act of 2002, that:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 1%">&nbsp;</TD>
    <TD STYLE="width: 1%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(1)</FONT></TD>
    <TD STYLE="width: 98%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Such Quarterly Report on Form 10-Q for the period ended September 30, 2023, fully complies with the requirements of section 13(a) or 15(d) of the Securities Exchange Act of 1934; and</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 1%">&nbsp;</TD>
    <TD STYLE="width: 1%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(2)</FONT></TD>
    <TD STYLE="width: 98%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">The information contained in such Quarterly Report on Form 10-Q for the period ended September 30, 2023, fairly presents, in all material respects, the financial condition and results of operations of the Company.</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 54%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: November 14, 2023</FONT></TD>
    <TD STYLE="width: 1%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</FONT></TD>
    <TD STYLE="border-bottom: black 1pt solid; width: 35%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/ Charles P. Ferry</FONT></TD>
    <TD STYLE="width: 10%">&nbsp;</TD></TR>
  <TR>
    <TD STYLE="vertical-align: top">&nbsp;</TD>
    <TD STYLE="vertical-align: top">&nbsp;</TD>
    <TD STYLE="vertical-align: bottom"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Charles P. Ferry</FONT></TD>
    <TD STYLE="vertical-align: top">&nbsp;</TD></TR>
  <TR STYLE="vertical-align: top">
    <TD>&nbsp;</TD>
    <TD>&nbsp;</TD>
    <TD>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Chief Executive Officer</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P></TD>
    <TD>&nbsp;</TD></TR>
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<P STYLE="font: 11pt/105% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&nbsp;</P>


<P STYLE="font: 10pt/107% Times New Roman, Times, Serif; margin: 0 0 8pt"><B>&nbsp;</B></P>


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<DOCUMENT>
<TYPE>EX-32.2
<SEQUENCE>8
<FILENAME>ex32x2.htm
<DESCRIPTION>EXHIBIT 32.2
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
</HEAD>
<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: right"><B>EXHIBIT 32.2</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>CERTIFICATION PURSUANT TO</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>18 U.S.C. SECTION 1350,</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>AS ADOPTED PURSUANT TO SECTION 906 OF</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>THE SARBANES-OXLEY ACT OF 2002</B></P>

<P STYLE="font: 12pt Times New Roman, Times, Serif; margin: 0; text-align: center">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with this Quarterly Report of Duos Technologies
Group, Inc. (the &ldquo;Company&rdquo;), on Form 10-Q for the period ended September 30, 2023, as filed with the U.S. Securities and Exchange
Commission on the date hereof, I, Andrew W. Murphy, Chief Financial Officer of the Company, certify to the best of my knowledge, pursuant
to 18 U.S.C. Sec. 1350, as adopted pursuant to Sec. 906 of the Sarbanes-Oxley Act of 2002, that:</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 1%">&nbsp;</TD>
    <TD STYLE="width: 1%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(1)</FONT></TD>
    <TD STYLE="width: 98%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Such Quarterly Report on Form 10-Q for the period ended September 30, 2023, fully complies with the requirements of section 13(a) or 15(d) of the Securities Exchange Act of 1934; and</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 1%">&nbsp;</TD>
    <TD STYLE="width: 1%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(2)</FONT></TD>
    <TD STYLE="width: 98%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">The information contained in such Quarterly Report on Form 10-Q for the period ended September 30, 2023, fairly presents, in all material respects, the financial condition and results of operations of the Company.</FONT></TD></TR>
  </TABLE>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 0.5in">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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    <TD STYLE="width: 54%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: November 14, 2023</FONT></TD>
    <TD STYLE="width: 1%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</FONT></TD>
    <TD STYLE="border-bottom: black 1pt solid; width: 35%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/ Andrew W. Murphy</FONT></TD>
    <TD STYLE="width: 10%">&nbsp;</TD></TR>
  <TR>
    <TD STYLE="vertical-align: top">&nbsp;</TD>
    <TD STYLE="vertical-align: top">&nbsp;</TD>
    <TD STYLE="vertical-align: bottom"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Andrew W. Murphy</FONT></TD>
    <TD STYLE="vertical-align: top">&nbsp;</TD></TR>
  <TR STYLE="vertical-align: top">
    <TD>&nbsp;</TD>
    <TD>&nbsp;</TD>
    <TD>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">Chief Financial Officer</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0">&nbsp;</P></TD>
    <TD>&nbsp;</TD></TR>
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<P STYLE="font: 11pt/105% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&nbsp;</P>

<P STYLE="font: 11pt/107% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&nbsp;</P>


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</schema>
</XBRL>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>EX-101.CAL
<SEQUENCE>10
<FILENAME>duot-20230930_cal.xml
<DESCRIPTION>XBRL CALCULATION FILE
<TEXT>
<XBRL>
<?xml version="1.0" encoding="US-ASCII" standalone="no"?>
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<DOCUMENT>
<TYPE>EX-101.LAB
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<FILENAME>duot-20230930_lab.xml
<DESCRIPTION>XBRL LABEL FILE
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SalesRevenueNetMember_lbl" xml:lang="en-US">Revenue Benchmark [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ConcentrationRiskByTypeAxis" xlink:label="us-gaap_ConcentrationRiskByTypeAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskByTypeAxis" xlink:to="us-gaap_ConcentrationRiskByTypeAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ConcentrationRiskByTypeAxis_lbl" xml:lang="en-US">Concentration Risk Type [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CustomerConcentrationRiskMember" xlink:label="us-gaap_CustomerConcentrationRiskMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CustomerConcentrationRiskMember" xlink:to="us-gaap_CustomerConcentrationRiskMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CustomerConcentrationRiskMember_lbl" xml:lang="en-US">Customer Concentration Risk [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_Customer2Member" xlink:label="duot_Customer2Member" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_Customer2Member" xlink:to="duot_Customer2Member_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_Customer2Member_lbl" xml:lang="en-US">Customer 2 [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_Customer3Member" xlink:label="duot_Customer3Member" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_Customer3Member" xlink:to="duot_Customer3Member_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_Customer3Member_lbl" xml:lang="en-US">Customer 3 [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_Customer4Member" xlink:label="duot_Customer4Member" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_Customer4Member" xlink:to="duot_Customer4Member_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_Customer4Member_lbl" xml:lang="en-US">Customer 4 [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CustomerMember" xlink:label="duot_CustomerMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CustomerMember" xlink:to="duot_CustomerMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CustomerMember_lbl" xml:lang="en-US">Customer [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccountsReceivableMember" xlink:label="us-gaap_AccountsReceivableMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountsReceivableMember" xlink:to="us-gaap_AccountsReceivableMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccountsReceivableMember_lbl" xml:lang="en-US">Accounts Receivable [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2023/elts/srt-2023.xsd#srt_StatementGeographicalAxis" xlink:label="srt_StatementGeographicalAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_StatementGeographicalAxis" xlink:to="srt_StatementGeographicalAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_StatementGeographicalAxis_lbl" xml:lang="en-US">Geographical [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/country/2023/country-2023.xsd#country_US" xlink:label="country_US" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="country_US" xlink:to="country_US_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="country_US_lbl" xml:lang="en-US">UNITED STATES</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AwardTypeAxis" xlink:label="us-gaap_AwardTypeAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AwardTypeAxis" xlink:to="us-gaap_AwardTypeAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AwardTypeAxis_lbl" xml:lang="en-US">Award Type [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_EmployeeStockOptionMember" xlink:label="us-gaap_EmployeeStockOptionMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EmployeeStockOptionMember" xlink:to="us-gaap_EmployeeStockOptionMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EmployeeStockOptionMember_lbl" xml:lang="en-US">Share-Based Payment Arrangement, Option [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesDConvertiblePreferredStockMember" xlink:label="duot_SeriesDConvertiblePreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesDConvertiblePreferredStockMember" xlink:to="duot_SeriesDConvertiblePreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesDConvertiblePreferredStockMember_lbl" xml:lang="en-US">Series D Convertible Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesEConvertiblePreferredStockMember" xlink:label="duot_SeriesEConvertiblePreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesEConvertiblePreferredStockMember" xlink:to="duot_SeriesEConvertiblePreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesEConvertiblePreferredStockMember_lbl" xml:lang="en-US">Series E Convertible Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesFConvertiblePreferredStockMember" xlink:label="duot_SeriesFConvertiblePreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesFConvertiblePreferredStockMember" xlink:to="duot_SeriesFConvertiblePreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesFConvertiblePreferredStockMember_lbl" xml:lang="en-US">Series F Convertible Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShortTermDebtTypeAxis" xlink:label="us-gaap_ShortTermDebtTypeAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShortTermDebtTypeAxis" xlink:to="us-gaap_ShortTermDebtTypeAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShortTermDebtTypeAxis_lbl" xml:lang="en-US">Short-Term Debt, Type [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ThirdPartyInsuranceNoteOneMember" xlink:label="duot_ThirdPartyInsuranceNoteOneMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteOneMember" xlink:to="duot_ThirdPartyInsuranceNoteOneMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ThirdPartyInsuranceNoteOneMember_lbl" xml:lang="en-US">Third Party Insurance Note One [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ThirdPartyInsuranceNoteTwoMember" xlink:label="duot_ThirdPartyInsuranceNoteTwoMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteTwoMember" xlink:to="duot_ThirdPartyInsuranceNoteTwoMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ThirdPartyInsuranceNoteTwoMember_lbl" xml:lang="en-US">Third Party Insurance Note Two [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ThirdPartyInsuranceNoteThreeMember" xlink:label="duot_ThirdPartyInsuranceNoteThreeMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteThreeMember" xlink:to="duot_ThirdPartyInsuranceNoteThreeMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ThirdPartyInsuranceNoteThreeMember_lbl" xml:lang="en-US">Third Party Insurance Note Three [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ThirdPartyInsuranceNoteFourMember" xlink:label="duot_ThirdPartyInsuranceNoteFourMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteFourMember" xlink:to="duot_ThirdPartyInsuranceNoteFourMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ThirdPartyInsuranceNoteFourMember_lbl" xml:lang="en-US">Third Party Insurance Note Four [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_EquipmentFinancingMember" xlink:label="duot_EquipmentFinancingMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_EquipmentFinancingMember" xlink:to="duot_EquipmentFinancingMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_EquipmentFinancingMember_lbl" xml:lang="en-US">Equipment Financing [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2023/elts/srt-2023.xsd#srt_TitleOfIndividualAxis" xlink:label="srt_TitleOfIndividualAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_TitleOfIndividualAxis" xlink:to="srt_TitleOfIndividualAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_TitleOfIndividualAxis_lbl" xml:lang="en-US">Title of Individual [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2023/elts/srt-2023.xsd#srt_ChiefExecutiveOfficerMember" xlink:label="srt_ChiefExecutiveOfficerMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_ChiefExecutiveOfficerMember" xlink:to="srt_ChiefExecutiveOfficerMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_ChiefExecutiveOfficerMember_lbl" xml:lang="en-US">Chief Executive Officer [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesBConvertiblePreferredStockMember" xlink:label="duot_SeriesBConvertiblePreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesBConvertiblePreferredStockMember" xlink:to="duot_SeriesBConvertiblePreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesBConvertiblePreferredStockMember_lbl" xml:lang="en-US">Series B Convertible Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_TypeOfArrangementAxis" xlink:label="us-gaap_TypeOfArrangementAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TypeOfArrangementAxis" xlink:to="us-gaap_TypeOfArrangementAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TypeOfArrangementAxis_lbl" xml:lang="en-US">Collaborative Arrangement and Arrangement Other than Collaborative [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_PurchaseAgreementMember" xlink:label="duot_PurchaseAgreementMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PurchaseAgreementMember" xlink:to="duot_PurchaseAgreementMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PurchaseAgreementMember_lbl" xml:lang="en-US">Purchase Agreement [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PrivatePlacementMember" xlink:label="us-gaap_PrivatePlacementMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PrivatePlacementMember" xlink:to="us-gaap_PrivatePlacementMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PrivatePlacementMember_lbl" xml:lang="en-US">Private Placement [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2023/elts/srt-2023.xsd#srt_DirectorMember" xlink:label="srt_DirectorMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_DirectorMember" xlink:to="srt_DirectorMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_DirectorMember_lbl" xml:lang="en-US">Director [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ThreeDirectorsMember" xlink:label="duot_ThreeDirectorsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThreeDirectorsMember" xlink:to="duot_ThreeDirectorsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ThreeDirectorsMember_lbl" xml:lang="en-US">Three Directors [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_FourDirectorsMember" xlink:label="duot_FourDirectorsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_FourDirectorsMember" xlink:to="duot_FourDirectorsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_FourDirectorsMember_lbl" xml:lang="en-US">Four Directors [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SubsidiarySaleOfStockAxis" xlink:label="us-gaap_SubsidiarySaleOfStockAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsidiarySaleOfStockAxis" xlink:to="us-gaap_SubsidiarySaleOfStockAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SubsidiarySaleOfStockAxis_lbl" xml:lang="en-US">Sale of Stock [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_EmployeeStockPurchasePlanMember" xlink:label="duot_EmployeeStockPurchasePlanMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_EmployeeStockPurchasePlanMember" xlink:to="duot_EmployeeStockPurchasePlanMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_EmployeeStockPurchasePlanMember_lbl" xml:lang="en-US">Employee Stock Purchase Plan [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OptionIndexedToIssuersEquityTypeAxis" xlink:label="us-gaap_OptionIndexedToIssuersEquityTypeAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OptionIndexedToIssuersEquityTypeAxis" xlink:to="us-gaap_OptionIndexedToIssuersEquityTypeAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OptionIndexedToIssuersEquityTypeAxis_lbl" xml:lang="en-US">Option Indexed to Issuer's Equity, Type [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CallOptionMember" xlink:label="us-gaap_CallOptionMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CallOptionMember" xlink:to="us-gaap_CallOptionMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CallOptionMember_lbl" xml:lang="en-US">Call Option [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PutOptionMember" xlink:label="us-gaap_PutOptionMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PutOptionMember" xlink:to="us-gaap_PutOptionMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PutOptionMember_lbl" xml:lang="en-US">Put Option [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_EmployeesAndDirectorsMember" xlink:label="duot_EmployeesAndDirectorsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_EmployeesAndDirectorsMember" xlink:to="duot_EmployeesAndDirectorsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_EmployeesAndDirectorsMember_lbl" xml:lang="en-US">Employees And Directors [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PlanNameAxis" xlink:label="us-gaap_PlanNameAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PlanNameAxis" xlink:to="us-gaap_PlanNameAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PlanNameAxis_lbl" xml:lang="en-US">Plan Name [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_Plan2021Member" xlink:label="duot_Plan2021Member" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_Plan2021Member" xlink:to="duot_Plan2021Member_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_Plan2021Member_lbl" xml:lang="en-US">Plan 2021 [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_NonQualifiedStockOptionsMember" xlink:label="duot_NonQualifiedStockOptionsMember" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_NonQualifiedStockOptionsMember_lbl" xml:lang="en-US">Non Qualified Stock Options [Member]</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_NonPlanMember" xlink:to="duot_NonPlanMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_NonPlanMember_lbl" xml:lang="en-US">Non Plan [Member]</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_RangeAxis_lbl" xml:lang="en-US">Statistical Measurement [Axis]</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_MinimumMember_lbl" xml:lang="en-US">Minimum [Member]</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_MaximumMember_lbl" xml:lang="en-US">Maximum [Member]</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_WarrantMember_lbl" xml:lang="en-US">Warrant [Member]</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_RailMember" xlink:to="duot_RailMember_lbl" xlink:type="arc" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CommercialMember" xlink:to="duot_CommercialMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CommercialMember_lbl" xml:lang="en-US">Commercial [Member]</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_GovernmentsMember" xlink:to="duot_GovernmentsMember_lbl" xlink:type="arc" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ArtificialIntelligenceMember" xlink:to="duot_ArtificialIntelligenceMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ArtificialIntelligenceMember_lbl" xml:lang="en-US">Artificial Intelligence [Member]</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_TurnkeyProjectsMember" xlink:to="duot_TurnkeyProjectsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_TurnkeyProjectsMember_lbl" xml:lang="en-US">Turnkey Projects [Member]</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_MaintenanceAndSupportMember" xlink:to="duot_MaintenanceAndSupportMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_MaintenanceAndSupportMember_lbl" xml:lang="en-US">Maintenance And Support [Member]</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AlgorithmsMember" xlink:to="duot_AlgorithmsMember_lbl" xlink:type="arc" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TimingOfTransferOfGoodOrServiceAxis" xlink:to="us-gaap_TimingOfTransferOfGoodOrServiceAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TimingOfTransferOfGoodOrServiceAxis_lbl" xml:lang="en-US">Timing of Transfer of Good or Service [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_GoodsTransferredOverTimeMember" xlink:label="duot_GoodsTransferredOverTimeMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_GoodsTransferredOverTimeMember" xlink:to="duot_GoodsTransferredOverTimeMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_GoodsTransferredOverTimeMember_lbl" xml:lang="en-US">Goods Transferred Over Time [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ServicesTransferredOverTimeMember" xlink:label="duot_ServicesTransferredOverTimeMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ServicesTransferredOverTimeMember" xlink:to="duot_ServicesTransferredOverTimeMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ServicesTransferredOverTimeMember_lbl" xml:lang="en-US">Services Transferred Over Time [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_GoodsDeliveredAtPointInTimeMember" xlink:label="duot_GoodsDeliveredAtPointInTimeMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_GoodsDeliveredAtPointInTimeMember" xlink:to="duot_GoodsDeliveredAtPointInTimeMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_GoodsDeliveredAtPointInTimeMember_lbl" xml:lang="en-US">Goods Delivered At Point In Time [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ServicesDeliveredAtPointInTimeMember" xlink:label="duot_ServicesDeliveredAtPointInTimeMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ServicesDeliveredAtPointInTimeMember" xlink:to="duot_ServicesDeliveredAtPointInTimeMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ServicesDeliveredAtPointInTimeMember_lbl" xml:lang="en-US">Services Delivered At Point In Time [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SubsequentEventTypeAxis" xlink:label="us-gaap_SubsequentEventTypeAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventTypeAxis" xlink:to="us-gaap_SubsequentEventTypeAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SubsequentEventTypeAxis_lbl" xml:lang="en-US">Subsequent Event Type [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SubsequentEventMember" xlink:label="us-gaap_SubsequentEventMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventMember" xlink:to="us-gaap_SubsequentEventMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SubsequentEventMember_lbl" xml:lang="en-US">Subsequent Event [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SeriesEPreferredStockMember" xlink:label="us-gaap_SeriesEPreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SeriesEPreferredStockMember" xlink:to="us-gaap_SeriesEPreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SeriesEPreferredStockMember_lbl" xml:lang="en-US">Series E Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_CoverAbstract" xlink:label="dei_CoverAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_CoverAbstract" xlink:to="dei_CoverAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_CoverAbstract_lbl" xml:lang="en-US">Cover [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentType" xlink:label="dei_DocumentType" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_DocumentType" xlink:to="dei_DocumentType_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentType_lbl" xml:lang="en-US">Document Type</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_AmendmentFlag" xlink:label="dei_AmendmentFlag" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_AmendmentFlag" xlink:to="dei_AmendmentFlag_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_AmendmentFlag_lbl" xml:lang="en-US">Amendment Flag</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_AmendmentDescription" xlink:label="dei_AmendmentDescription" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_AmendmentDescription" xlink:to="dei_AmendmentDescription_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_AmendmentDescription_lbl" xml:lang="en-US">Amendment Description</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentRegistrationStatement" xlink:label="dei_DocumentRegistrationStatement" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_DocumentRegistrationStatement" xlink:to="dei_DocumentRegistrationStatement_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentRegistrationStatement_lbl" xml:lang="en-US">Document Registration Statement</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentAnnualReport" xlink:label="dei_DocumentAnnualReport" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_DocumentAnnualReport" xlink:to="dei_DocumentAnnualReport_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentAnnualReport_lbl" xml:lang="en-US">Document Annual Report</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentQuarterlyReport" xlink:label="dei_DocumentQuarterlyReport" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_DocumentQuarterlyReport" xlink:to="dei_DocumentQuarterlyReport_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentQuarterlyReport_lbl" xml:lang="en-US">Document Quarterly Report</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentTransitionReport" xlink:label="dei_DocumentTransitionReport" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentTransitionReport_lbl" xml:lang="en-US">Document Transition Report</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentShellCompanyReport" xlink:label="dei_DocumentShellCompanyReport" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentPeriodEndDate" xlink:label="dei_DocumentPeriodEndDate" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_CurrentFiscalYearEndDate_lbl" xml:lang="en-US">Current Fiscal Year End Date</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityFileNumber" xlink:label="dei_EntityFileNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityFileNumber" xlink:to="dei_EntityFileNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityFileNumber_lbl" xml:lang="en-US">Entity File Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityRegistrantName" xlink:label="dei_EntityRegistrantName" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityRegistrantName" xlink:to="dei_EntityRegistrantName_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityRegistrantName_lbl" xml:lang="en-US">Entity Registrant Name</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityCentralIndexKey" xlink:label="dei_EntityCentralIndexKey" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityCentralIndexKey" xlink:to="dei_EntityCentralIndexKey_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityCentralIndexKey_lbl" xml:lang="en-US">Entity Central Index Key</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityPrimarySicNumber" xlink:label="dei_EntityPrimarySicNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityPrimarySicNumber" xlink:to="dei_EntityPrimarySicNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityPrimarySicNumber_lbl" xml:lang="en-US">Entity Primary SIC Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityTaxIdentificationNumber" xlink:label="dei_EntityTaxIdentificationNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityTaxIdentificationNumber" xlink:to="dei_EntityTaxIdentificationNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityTaxIdentificationNumber_lbl" xml:lang="en-US">Entity Tax Identification Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityIncorporationStateCountryCode" xlink:label="dei_EntityIncorporationStateCountryCode" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityIncorporationStateCountryCode" xlink:to="dei_EntityIncorporationStateCountryCode_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityIncorporationStateCountryCode_lbl" xml:lang="en-US">Entity Incorporation, State or Country Code</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressAddressLine1" xlink:label="dei_EntityAddressAddressLine1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressAddressLine1" xlink:to="dei_EntityAddressAddressLine1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressAddressLine1_lbl" xml:lang="en-US">Entity Address, Address Line One</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressAddressLine2" xlink:label="dei_EntityAddressAddressLine2" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressAddressLine2" xlink:to="dei_EntityAddressAddressLine2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressAddressLine2_lbl" xml:lang="en-US">Entity Address, Address Line Two</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressAddressLine3" xlink:label="dei_EntityAddressAddressLine3" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressAddressLine3" xlink:to="dei_EntityAddressAddressLine3_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressAddressLine3_lbl" xml:lang="en-US">Entity Address, Address Line Three</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressCityOrTown" xlink:label="dei_EntityAddressCityOrTown" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressCityOrTown" xlink:to="dei_EntityAddressCityOrTown_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressCityOrTown_lbl" xml:lang="en-US">Entity Address, City or Town</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressStateOrProvince" xlink:label="dei_EntityAddressStateOrProvince" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressStateOrProvince" xlink:to="dei_EntityAddressStateOrProvince_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressStateOrProvince_lbl" xml:lang="en-US">Entity Address, State or Province</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressCountry" xlink:label="dei_EntityAddressCountry" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressCountry" xlink:to="dei_EntityAddressCountry_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressCountry_lbl" xml:lang="en-US">Entity Address, Country</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressPostalZipCode" xlink:label="dei_EntityAddressPostalZipCode" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressPostalZipCode" xlink:to="dei_EntityAddressPostalZipCode_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressPostalZipCode_lbl" xml:lang="en-US">Entity Address, Postal Zip Code</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_CountryRegion" xlink:label="dei_CountryRegion" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_CountryRegion" xlink:to="dei_CountryRegion_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_CountryRegion_lbl" xml:lang="en-US">Country Region</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_CityAreaCode" xlink:label="dei_CityAreaCode" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_CityAreaCode" xlink:to="dei_CityAreaCode_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_CityAreaCode_lbl" xml:lang="en-US">City Area Code</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_LocalPhoneNumber" xlink:label="dei_LocalPhoneNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_LocalPhoneNumber" xlink:to="dei_LocalPhoneNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_LocalPhoneNumber_lbl" xml:lang="en-US">Local Phone Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_Extension" xlink:label="dei_Extension" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_Extension" xlink:to="dei_Extension_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_Extension_lbl" xml:lang="en-US">Extension</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_WrittenCommunications" xlink:label="dei_WrittenCommunications" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_WrittenCommunications" xlink:to="dei_WrittenCommunications_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_WrittenCommunications_lbl" xml:lang="en-US">Written Communications</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_SolicitingMaterial" xlink:label="dei_SolicitingMaterial" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_SolicitingMaterial" xlink:to="dei_SolicitingMaterial_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_SolicitingMaterial_lbl" xml:lang="en-US">Soliciting Material</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_PreCommencementTenderOffer" xlink:label="dei_PreCommencementTenderOffer" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_PreCommencementTenderOffer" xlink:to="dei_PreCommencementTenderOffer_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_PreCommencementTenderOffer_lbl" xml:lang="en-US">Pre-commencement Tender Offer</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_PreCommencementIssuerTenderOffer" xlink:label="dei_PreCommencementIssuerTenderOffer" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_PreCommencementIssuerTenderOffer" xlink:to="dei_PreCommencementIssuerTenderOffer_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_PreCommencementIssuerTenderOffer_lbl" xml:lang="en-US">Pre-commencement Issuer Tender Offer</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_Security12bTitle" xlink:label="dei_Security12bTitle" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_Security12bTitle" xlink:to="dei_Security12bTitle_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_Security12bTitle_lbl" xml:lang="en-US">Title of 12(b) Security</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_NoTradingSymbolFlag" xlink:label="dei_NoTradingSymbolFlag" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_NoTradingSymbolFlag" xlink:to="dei_NoTradingSymbolFlag_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_NoTradingSymbolFlag_lbl" xml:lang="en-US">No Trading Symbol Flag</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_TradingSymbol" xlink:label="dei_TradingSymbol" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_TradingSymbol" xlink:to="dei_TradingSymbol_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_TradingSymbol_lbl" xml:lang="en-US">Trading Symbol</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_SecurityExchangeName" xlink:label="dei_SecurityExchangeName" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_SecurityExchangeName" xlink:to="dei_SecurityExchangeName_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_SecurityExchangeName_lbl" xml:lang="en-US">Security Exchange Name</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_Security12gTitle" xlink:label="dei_Security12gTitle" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_Security12gTitle" xlink:to="dei_Security12gTitle_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_Security12gTitle_lbl" xml:lang="en-US">Title of 12(g) Security</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_SecurityReportingObligation" xlink:label="dei_SecurityReportingObligation" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_SecurityReportingObligation" xlink:to="dei_SecurityReportingObligation_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_SecurityReportingObligation_lbl" xml:lang="en-US">Security Reporting Obligation</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_AnnualInformationForm" xlink:label="dei_AnnualInformationForm" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_AnnualInformationForm" xlink:to="dei_AnnualInformationForm_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_AnnualInformationForm_lbl" xml:lang="en-US">Annual Information Form</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_AuditedAnnualFinancialStatements" xlink:label="dei_AuditedAnnualFinancialStatements" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_AuditedAnnualFinancialStatements" xlink:to="dei_AuditedAnnualFinancialStatements_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_AuditedAnnualFinancialStatements_lbl" xml:lang="en-US">Audited Annual Financial Statements</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityWellKnownSeasonedIssuer" xlink:label="dei_EntityWellKnownSeasonedIssuer" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityWellKnownSeasonedIssuer" xlink:to="dei_EntityWellKnownSeasonedIssuer_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityWellKnownSeasonedIssuer_lbl" xml:lang="en-US">Entity Well-known Seasoned Issuer</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityVoluntaryFilers" xlink:label="dei_EntityVoluntaryFilers" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityVoluntaryFilers" xlink:to="dei_EntityVoluntaryFilers_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityVoluntaryFilers_lbl" xml:lang="en-US">Entity Voluntary Filers</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityCurrentReportingStatus" xlink:label="dei_EntityCurrentReportingStatus" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityCurrentReportingStatus" xlink:to="dei_EntityCurrentReportingStatus_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityCurrentReportingStatus_lbl" xml:lang="en-US">Entity Current Reporting Status</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityInteractiveDataCurrent" xlink:label="dei_EntityInteractiveDataCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityInteractiveDataCurrent" xlink:to="dei_EntityInteractiveDataCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityInteractiveDataCurrent_lbl" xml:lang="en-US">Entity Interactive Data Current</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityFilerCategory" xlink:label="dei_EntityFilerCategory" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityFilerCategory" xlink:to="dei_EntityFilerCategory_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityFilerCategory_lbl" xml:lang="en-US">Entity Filer Category</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntitySmallBusiness" xlink:label="dei_EntitySmallBusiness" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntitySmallBusiness" xlink:to="dei_EntitySmallBusiness_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntitySmallBusiness_lbl" xml:lang="en-US">Entity Small Business</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityEmergingGrowthCompany" xlink:label="dei_EntityEmergingGrowthCompany" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityEmergingGrowthCompany" xlink:to="dei_EntityEmergingGrowthCompany_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityEmergingGrowthCompany_lbl" xml:lang="en-US">Entity Emerging Growth Company</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityExTransitionPeriod" xlink:label="dei_EntityExTransitionPeriod" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityExTransitionPeriod" xlink:to="dei_EntityExTransitionPeriod_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityExTransitionPeriod_lbl" xml:lang="en-US">Elected Not To Use the Extended Transition Period</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentAccountingStandard" xlink:label="dei_DocumentAccountingStandard" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_DocumentAccountingStandard" xlink:to="dei_DocumentAccountingStandard_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentAccountingStandard_lbl" xml:lang="en-US">Document Accounting Standard</link:label>
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:label="us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharesOutstanding" xlink:to="us-gaap_SharesOutstanding_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="us-gaap_SharesOutstanding_lbl" xml:lang="en-US">Beginning balance, shares</link:label>
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      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesFPreferredStockIssuedShares" xlink:label="duot_SeriesFPreferredStockIssuedShares" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesFPreferredStockIssuedShares_lbl" xml:lang="en-US">Series F preferred stock issued, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesEPreferredStockIssued" xlink:label="duot_SeriesEPreferredStockIssued" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesEPreferredStockIssuedShares" xlink:to="duot_SeriesEPreferredStockIssuedShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesEPreferredStockIssuedShares_lbl" xml:lang="en-US">Series E preferred stock issued, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation" xlink:label="us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation_lbl" xml:lang="en-US">Stock options compensation</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensationShares" xlink:to="duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensationShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensationShares_lbl" xml:lang="en-US">Stock issued under the Employee Stock Purchase Plan for cash and compensation, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" xlink:to="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_lbl" xml:lang="en-US">Net loss</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquity" xlink:to="us-gaap_StockholdersEquity_3_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="us-gaap_StockholdersEquity_3_lbl" xml:lang="en-US">Ending balance, value</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharesOutstanding" xlink:to="us-gaap_SharesOutstanding_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="us-gaap_SharesOutstanding_2_lbl" xml:lang="en-US">Ending balance, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_StatementOfCashFlowsAbstract" xlink:label="us-gaap_StatementOfCashFlowsAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementOfCashFlowsAbstract" xlink:to="us-gaap_StatementOfCashFlowsAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StatementOfCashFlowsAbstract_lbl" xml:lang="en-US">Statement of Cash Flows [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingCashFlowsDirectMethodAbstract" xlink:label="us-gaap_OperatingCashFlowsDirectMethodAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingCashFlowsDirectMethodAbstract" xlink:to="us-gaap_OperatingCashFlowsDirectMethodAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingCashFlowsDirectMethodAbstract_lbl" xml:lang="en-US">Cash from operating activities:</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLoss" xlink:to="us-gaap_NetIncomeLoss_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_NetIncomeLoss_2_lbl" xml:lang="en-US">Net loss</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:label="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:to="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_lbl" xml:lang="en-US">Adjustments to reconcile net loss to net cash used in operating activities:</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DepreciationAndAmortization" xlink:label="us-gaap_DepreciationAndAmortization" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DepreciationAndAmortization" xlink:to="us-gaap_DepreciationAndAmortization_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DepreciationAndAmortization_lbl" xml:lang="en-US">Depreciation and amortization</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensation" xlink:label="us-gaap_ShareBasedCompensation" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensation" xlink:to="us-gaap_ShareBasedCompensation_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensation_lbl" xml:lang="en-US">Stock based compensation</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_StockIssuedForServices" xlink:label="duot_StockIssuedForServices" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_StockIssuedForServices" xlink:to="duot_StockIssuedForServices_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_StockIssuedForServices_lbl" xml:lang="en-US">Stock issued for services</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense" xlink:label="us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense" xlink:to="us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense_lbl" xml:lang="en-US">Amortization of operating lease right of use asset</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract" xlink:to="us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract_lbl" xml:lang="en-US">Changes in assets and liabilities:</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInAccountsReceivable" xlink:label="us-gaap_IncreaseDecreaseInAccountsReceivable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInAccountsReceivable" xlink:to="us-gaap_IncreaseDecreaseInAccountsReceivable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_IncreaseDecreaseInAccountsReceivable_lbl" xml:lang="en-US">&#160;&#160;&#160;Accounts receivable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInNotesReceivables" xlink:label="us-gaap_IncreaseDecreaseInNotesReceivables" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInNotesReceivables" xlink:to="us-gaap_IncreaseDecreaseInNotesReceivables_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInContractWithCustomerAsset" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerAsset" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerAsset_lbl" xml:lang="en-US">&#160;&#160;&#160;Contract assets</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInInventories" xlink:to="us-gaap_IncreaseDecreaseInInventories_lbl" xlink:type="arc" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInSecurityDeposits_lbl" xml:lang="en-US">&#160;&#160;&#160;Security deposit</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInPrepaidExpense" xlink:label="us-gaap_IncreaseDecreaseInPrepaidExpense" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_IncreaseDecreaseInPrepaidExpense_lbl" xml:lang="en-US">&#160;&#160;&#160;Prepaid expenses and other current assets</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInAccountsPayableTrade" xlink:label="us-gaap_IncreaseDecreaseInAccountsPayableTrade" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInAccruedLiabilities" xlink:label="us-gaap_IncreaseDecreaseInAccruedLiabilities" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInAccruedLiabilities" xlink:to="us-gaap_IncreaseDecreaseInAccruedLiabilities_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInAccruedLiabilities_lbl" xml:lang="en-US">&#160;&#160;&#160;Accrued expenses</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInOperatingLeaseLiability" xlink:label="us-gaap_IncreaseDecreaseInOperatingLeaseLiability" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInContractWithCustomerLiability" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerLiability" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PaymentsToAcquireIntangibleAssets" xlink:label="us-gaap_PaymentsToAcquireIntangibleAssets" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquireIntangibleAssets" xlink:to="us-gaap_PaymentsToAcquireIntangibleAssets_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PaymentsToDevelopSoftware" xlink:label="us-gaap_PaymentsToDevelopSoftware" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToDevelopSoftware" xlink:to="us-gaap_PaymentsToDevelopSoftware_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:label="us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:to="us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_lbl" xml:lang="en-US">&#160;&#160;&#160;&#160;Purchase of fixed assets</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" />
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      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_RepaymentsOfInsuranceAndEquipmentFinancing" xlink:label="duot_RepaymentsOfInsuranceAndEquipmentFinancing" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_RepaymentsOfInsuranceAndEquipmentFinancing" xlink:to="duot_RepaymentsOfInsuranceAndEquipmentFinancing_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_RepaymentOfFinanceLease" xlink:label="duot_RepaymentOfFinanceLease" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_RepaymentOfFinanceLease" xlink:to="duot_RepaymentOfFinanceLease_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:to="us-gaap_ProceedsFromIssuanceOfCommonStock_lbl" xlink:type="arc" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect" xlink:to="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_lbl" xml:lang="en-US">Net increase in cash</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:to="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="arc" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_2_lbl" xml:lang="en-US">Cash, end of period</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NoncashInvestingAndFinancingItemsAbstract_lbl" xml:lang="en-US">Supplemental Disclosure of Cash Flow Information:</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InterestPaidNet" xlink:to="us-gaap_InterestPaidNet_lbl" xlink:type="arc" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeTaxesPaidNet" xlink:to="us-gaap_IncomeTaxesPaidNet_lbl" xlink:type="arc" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract_lbl" xml:lang="en-US">Supplemental Non-Cash Investing and Financing Activities:</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NotesIssued1" xlink:to="us-gaap_NotesIssued1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NotesIssued1_lbl" xml:lang="en-US">Notes issued for financing of insurance premiums</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountingPoliciesAbstract" xlink:to="us-gaap_AccountingPoliciesAbstract_lbl" xlink:type="arc" />
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" xlink:to="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SubstantialDoubtAboutGoingConcernTextBlock" xlink:label="us-gaap_SubstantialDoubtAboutGoingConcernTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubstantialDoubtAboutGoingConcernTextBlock" xlink:to="us-gaap_SubstantialDoubtAboutGoingConcernTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SubstantialDoubtAboutGoingConcernTextBlock_lbl" xml:lang="en-US">LIQUIDITY</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtDisclosureAbstract" xlink:to="us-gaap_DebtDisclosureAbstract_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DebtDisclosureTextBlock" xlink:label="us-gaap_DebtDisclosureTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtDisclosureTextBlock" xlink:to="us-gaap_DebtDisclosureTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DebtDisclosureTextBlock_lbl" xml:lang="en-US">DEBT</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CommitmentsAndContingenciesDisclosureAbstract" xlink:label="us-gaap_CommitmentsAndContingenciesDisclosureAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommitmentsAndContingenciesDisclosureAbstract" xlink:to="us-gaap_CommitmentsAndContingenciesDisclosureAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommitmentsAndContingenciesDisclosureAbstract_lbl" xml:lang="en-US">Commitments and Contingencies Disclosure [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CommitmentsAndContingenciesDisclosureTextBlock" xlink:label="us-gaap_CommitmentsAndContingenciesDisclosureTextBlock" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_BasisOfAccountingPolicyPolicyTextBlock_lbl" xml:lang="en-US">Basis of Presentation</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ConsolidationPolicyTextBlock_lbl" xml:lang="en-US">Principles of Consolidation</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskCreditRisk" xlink:to="us-gaap_ConcentrationRiskCreditRisk_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ConcentrationRiskCreditRisk_lbl" xml:lang="en-US">Concentrations</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_FairValueMeasurementPolicyPolicyTextBlock" xlink:label="us-gaap_FairValueMeasurementPolicyPolicyTextBlock" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_FairValueMeasurementPolicyPolicyTextBlock_lbl" xml:lang="en-US">Fair Value of Financial Instruments and Fair Value Measurements</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_TradeAndOtherAccountsReceivablePolicy" xlink:label="us-gaap_TradeAndOtherAccountsReceivablePolicy" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TradeAndOtherAccountsReceivablePolicy" xlink:to="us-gaap_TradeAndOtherAccountsReceivablePolicy_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TradeAndOtherAccountsReceivablePolicy_lbl" xml:lang="en-US">Accounts Receivable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InventoryPolicyTextBlock" xlink:label="us-gaap_InventoryPolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InventoryPolicyTextBlock" xlink:to="us-gaap_InventoryPolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_InventoryPolicyTextBlock_lbl" xml:lang="en-US">Inventory</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock" xlink:label="us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock" xlink:to="us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_lbl" xml:lang="en-US">Software Development Costs</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CompensationRelatedCostsPolicyTextBlock" xlink:label="us-gaap_CompensationRelatedCostsPolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CompensationRelatedCostsPolicyTextBlock" xlink:to="us-gaap_CompensationRelatedCostsPolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CompensationRelatedCostsPolicyTextBlock_lbl" xml:lang="en-US">Stock-Based Compensation</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_RevenueFromContractWithCustomerPolicyTextBlock" xlink:label="us-gaap_RevenueFromContractWithCustomerPolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevenueFromContractWithCustomerPolicyTextBlock" xlink:to="us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RevenueFromContractWithCustomerPolicyTextBlock_lbl" xml:lang="en-US">Revenue Recognition</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock" xlink:label="duot_MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock" xlink:to="duot_MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_lbl" xml:lang="en-US">Multiple Performance Obligations and Allocation of Transaction Price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeLeasesPolicyTextBlock" xlink:label="us-gaap_LesseeLeasesPolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeLeasesPolicyTextBlock" xlink:to="us-gaap_LesseeLeasesPolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeLeasesPolicyTextBlock_lbl" xml:lang="en-US">Leases</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_EarningsPerSharePolicyTextBlock" xlink:label="us-gaap_EarningsPerSharePolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EarningsPerSharePolicyTextBlock" xlink:to="us-gaap_EarningsPerSharePolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EarningsPerSharePolicyTextBlock_lbl" xml:lang="en-US">Earnings (Loss) Per Share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" xlink:label="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock" xlink:to="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock_lbl" xml:lang="en-US">Recent Accounting Pronouncements</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfDebtTableTextBlock" xlink:label="us-gaap_ScheduleOfDebtTableTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfDebtTableTextBlock" xlink:to="us-gaap_ScheduleOfDebtTableTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfDebtTableTextBlock_lbl" xml:lang="en-US">Schedule of notes payable</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SupplementalInformationRelatedLeasesTableTextBlock" xlink:label="duot_SupplementalInformationRelatedLeasesTableTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SupplementalInformationRelatedLeasesTableTextBlock" xlink:to="duot_SupplementalInformationRelatedLeasesTableTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SupplementalInformationRelatedLeasesTableTextBlock_lbl" xml:lang="en-US">Schedule of supplemental information related to leases</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_lbl" xml:lang="en-US">Schedule of future minimum lease payments</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock" xlink:to="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_lbl" xml:lang="en-US">Schedule of black scholes option pricing model</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock" xlink:label="us-gaap_ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock_lbl" xml:lang="en-US">Schedule of stock-based compensation</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock" xlink:label="us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_lbl" xml:lang="en-US">Schedule of stock option issuance of shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfStockholdersEquityNoteWarrantsOrRightsTextBlock" xlink:label="us-gaap_ScheduleOfStockholdersEquityNoteWarrantsOrRightsTextBlock" />
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      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock" xlink:label="duot_CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DisaggregationOfRevenueTableTextBlock" xlink:label="us-gaap_DisaggregationOfRevenueTableTextBlock" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DisaggregationOfRevenueTableTextBlock_lbl" xml:lang="en-US">Schedule of disaggregation of revenue</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ScheduleOfNoteReceivableTableTextBlock" xlink:label="duot_ScheduleOfNoteReceivableTableTextBlock" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfProductInformationTable_lbl" xml:lang="en-US">Schedule of Product Information [Table]</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ProductInformationLineItems_lbl" xml:lang="en-US">Product Information [Line Items]</link:label>
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ConcentrationRiskPercentage1" xlink:label="us-gaap_ConcentrationRiskPercentage1" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ClassOfWarrantOrRightOutstanding_lbl" xml:lang="en-US">Outstanding warrants</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers" xlink:to="duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_lbl" xlink:type="arc" />
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      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConversionOfStockSharesConverted" xlink:label="duot_ConversionOfStockSharesConverted" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConversionOfStockSharesConverted" xlink:to="duot_ConversionOfStockSharesConverted_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConversionOfStockSharesConverted_lbl" xml:lang="en-US">Common shares issuable conversion</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProfitLoss" xlink:label="us-gaap_ProfitLoss" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProfitLoss" xlink:to="us-gaap_ProfitLoss_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ProfitLoss_lbl" xml:lang="en-US">Net loss</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInOperatingActivities_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities_2_lbl" xml:lang="en-US">Cash used in operating activities</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_WorkingCapitalSurplus" xlink:label="duot_WorkingCapitalSurplus" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_WorkingCapitalSurplus" xlink:to="duot_WorkingCapitalSurplus_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_WorkingCapitalSurplus_lbl" xml:lang="en-US">Working capital surplus</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RetainedEarningsAccumulatedDeficit" xlink:to="us-gaap_RetainedEarningsAccumulatedDeficit_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_RetainedEarningsAccumulatedDeficit_2_lbl" xml:lang="en-US">Accumulated deficit</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfShortTermDebtTable" xlink:label="us-gaap_ScheduleOfShortTermDebtTable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfShortTermDebtTable" xlink:to="us-gaap_ScheduleOfShortTermDebtTable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfShortTermDebtTable_lbl" xml:lang="en-US">Schedule of Short-Term Debt [Table]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShortTermDebtLineItems" xlink:label="us-gaap_ShortTermDebtLineItems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShortTermDebtLineItems" xlink:to="us-gaap_ShortTermDebtLineItems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShortTermDebtLineItems_lbl" xml:lang="en-US">Short-Term Debt [Line Items]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OtherNotesPayableCurrent" xlink:to="us-gaap_OtherNotesPayableCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_OtherNotesPayableCurrent_2_lbl" xml:lang="en-US">Notes Payable, Principal</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LongTermDebtPercentageBearingFixedInterestRate" xlink:label="us-gaap_LongTermDebtPercentageBearingFixedInterestRate" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtPercentageBearingFixedInterestRate" xlink:to="us-gaap_LongTermDebtPercentageBearingFixedInterestRate_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LongTermDebtPercentageBearingFixedInterestRate_lbl" xml:lang="en-US">Notes Payable, Interest</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NotesPayable" xlink:label="us-gaap_NotesPayable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NotesPayable" xlink:to="us-gaap_NotesPayable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NotesPayable_lbl" xml:lang="en-US">Notes payable outstanding balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DerivativeFixedInterestRate" xlink:label="us-gaap_DerivativeFixedInterestRate" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DerivativeFixedInterestRate" xlink:to="us-gaap_DerivativeFixedInterestRate_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DerivativeFixedInterestRate_lbl" xml:lang="en-US">Interest rate</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DebtInstrumentPeriodicPayment" xlink:label="us-gaap_DebtInstrumentPeriodicPayment" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentPeriodicPayment" xlink:to="us-gaap_DebtInstrumentPeriodicPayment_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DebtInstrumentPeriodicPayment_lbl" xml:lang="en-US">Monthly installments of principal and interest</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_PurchaseOfInsurancePolicy" xlink:label="duot_PurchaseOfInsurancePolicy" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PurchaseOfInsurancePolicy" xlink:to="duot_PurchaseOfInsurancePolicy_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PurchaseOfInsurancePolicy_lbl" xml:lang="en-US">Purchase of an insurance policy</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_DownPaymentPaid" xlink:label="duot_DownPaymentPaid" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_DownPaymentPaid" xlink:to="duot_DownPaymentPaid_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_DownPaymentPaid_lbl" xml:lang="en-US">Down payment paid</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_InsuranceMonthlyInstallments" xlink:label="duot_InsuranceMonthlyInstallments" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_InsuranceMonthlyInstallments" xlink:to="duot_InsuranceMonthlyInstallments_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_InsuranceMonthlyInstallments_lbl" xml:lang="en-US">Insurance monthly installments</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromDepositsWithOtherInstitutions" xlink:label="us-gaap_ProceedsFromDepositsWithOtherInstitutions" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromDepositsWithOtherInstitutions" xlink:to="us-gaap_ProceedsFromDepositsWithOtherInstitutions_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ProceedsFromDepositsWithOtherInstitutions_lbl" xml:lang="en-US">Received refund</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingLeaseCost" xlink:label="us-gaap_OperatingLeaseCost" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseCost" xlink:to="us-gaap_OperatingLeaseCost_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingLeaseCost_lbl" xml:lang="en-US">Operating lease cost</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShortTermLeaseCost" xlink:label="us-gaap_ShortTermLeaseCost" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShortTermLeaseCost" xlink:to="us-gaap_ShortTermLeaseCost_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShortTermLeaseCost_lbl" xml:lang="en-US">Short term lease Cost</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PaymentsForRent" xlink:label="us-gaap_PaymentsForRent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsForRent" xlink:to="us-gaap_PaymentsForRent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PaymentsForRent_lbl" xml:lang="en-US">Operating cash outflow used for operating leases</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent" xlink:label="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent" xlink:to="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent_lbl" xml:lang="en-US">Weighted average discount rate</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1" xlink:label="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1" xlink:to="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_lbl" xml:lang="en-US">Weighted average remaining lease term</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_lbl" xml:lang="en-US">2023</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_lbl" xml:lang="en-US">2024</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_lbl" xml:lang="en-US">2025</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_lbl" xml:lang="en-US">2026</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_lbl" xml:lang="en-US">2027</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour" xlink:label="duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour" xlink:to="duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour_lbl" xml:lang="en-US">Thereafter</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue_lbl" xml:lang="en-US">Total undiscounted future minimum lease payments</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_lbl" xml:lang="en-US">Less: Impact of discounting</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingLeaseLiability" xlink:label="us-gaap_OperatingLeaseLiability" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseLiability" xlink:to="us-gaap_OperatingLeaseLiability_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingLeaseLiability_lbl" xml:lang="en-US">Total present value of operating lease obligations</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CurrentPortion" xlink:label="duot_CurrentPortion" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CurrentPortion" xlink:to="duot_CurrentPortion_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_CurrentPortion_lbl" xml:lang="en-US">Current portion</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_OperatingLeaseLiabilityLessCurrentPortion" xlink:label="duot_OperatingLeaseLiabilityLessCurrentPortion" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_OperatingLeaseLiabilityLessCurrentPortion" xlink:to="duot_OperatingLeaseLiabilityLessCurrentPortion_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_OperatingLeaseLiabilityLessCurrentPortion_lbl" xml:lang="en-US">Operating lease obligations, less current portion</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfDeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsByTitleOfIndividualAndByTypeOfDeferredCompensationTable" xlink:label="us-gaap_ScheduleOfDeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsByTitleOfIndividualAndByTypeOfDeferredCompensationTable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfDeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsByTitleOfIndividualAndByTypeOfDeferredCompensationTable" xlink:to="us-gaap_ScheduleOfDeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsByTitleOfIndividualAndByTypeOfDeferredCompensationTable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfDeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsByTitleOfIndividualAndByTypeOfDeferredCompensationTable_lbl" xml:lang="en-US">Schedule of Deferred Compensation Arrangement with Individual, Excluding Share-Based Payments and Postretirement Benefits, by Title of Individual and by Type of Deferred Compensation [Table]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems" xlink:label="us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems" xlink:to="us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems_lbl" xml:lang="en-US">Deferred Compensation Arrangement with Individual, Excluding Share-Based Payments and Postretirement Benefits [Line Items]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_AreaOfLease" xlink:label="duot_AreaOfLease" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AreaOfLease" xlink:to="duot_AreaOfLease_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_AreaOfLease_lbl" xml:lang="en-US">Area of lease</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseRightOfUseAsset" xlink:to="us-gaap_OperatingLeaseRightOfUseAsset_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_OperatingLeaseRightOfUseAsset_2_lbl" xml:lang="en-US">Operating lease right of use asset</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_RentableSpace" xlink:label="duot_RentableSpace" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_RentableSpace" xlink:to="duot_RentableSpace_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_RentableSpace_lbl" xml:lang="en-US">Rentable space</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SecurityDepositLiability" xlink:label="us-gaap_SecurityDepositLiability" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SecurityDepositLiability" xlink:to="us-gaap_SecurityDepositLiability_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SecurityDepositLiability_lbl" xml:lang="en-US">Security deposit payment</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInSecurityDeposits" xlink:to="us-gaap_IncreaseDecreaseInSecurityDeposits_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_IncreaseDecreaseInSecurityDeposits_2_lbl" xml:lang="en-US">Security deposit reduce amount</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_AdditionalCompensationToBePaidInSeparationPayments" xlink:label="duot_AdditionalCompensationToBePaidInSeparationPayments" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AdditionalCompensationToBePaidInSeparationPayments" xlink:to="duot_AdditionalCompensationToBePaidInSeparationPayments_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_AdditionalCompensationToBePaidInSeparationPayments_lbl" xml:lang="en-US">Compensation to be paid in addition to base salary in separation payments</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement" xlink:label="duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement" xlink:to="duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_lbl" xml:lang="en-US">Payment under the separation agreement</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_PaymentOneOfSeparationAgreement" xlink:label="duot_PaymentOneOfSeparationAgreement" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PaymentOneOfSeparationAgreement" xlink:to="duot_PaymentOneOfSeparationAgreement_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PaymentOneOfSeparationAgreement_lbl" xml:lang="en-US">Lump sum payment owed under separation agreement</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice" xlink:to="duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_lbl" xml:lang="en-US">Grant date share price</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice" xlink:to="duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_lbl" xml:lang="en-US">Grant date exercise price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_lbl" xml:lang="en-US">Expected term</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_lbl" xml:lang="en-US">Expected volatility</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_lbl" xml:lang="en-US">Risk-free rate</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_lbl" xml:lang="en-US">Expected dividend rate</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CashPaymentReceivedFromEmployeeWithholdings" xlink:label="duot_CashPaymentReceivedFromEmployeeWithholdings" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CashPaymentReceivedFromEmployeeWithholdings" xlink:to="duot_CashPaymentReceivedFromEmployeeWithholdings_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CashPaymentReceivedFromEmployeeWithholdings_lbl" xml:lang="en-US">Cash payment received from employee withholdings</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp" xlink:label="duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp" xlink:to="duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp_lbl" xml:lang="en-US">Cash from employee withholdings used to purchase shares under ESPP</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CashAndEsppEmployeeWithholdingLiability" xlink:label="duot_CashAndEsppEmployeeWithholdingLiability" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CashAndEsppEmployeeWithholdingLiability" xlink:to="duot_CashAndEsppEmployeeWithholdingLiability_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CashAndEsppEmployeeWithholdingLiability_lbl" xml:lang="en-US">Cash and ESPP employee withholding liability</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares" xlink:label="duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares" xlink:to="duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares_lbl" xml:lang="en-US">Cash from employee withholdings used to purchase ESPP shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_EmployeeBenefitsAndShareBasedCompensation" xlink:label="us-gaap_EmployeeBenefitsAndShareBasedCompensation" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EmployeeBenefitsAndShareBasedCompensation" xlink:to="us-gaap_EmployeeBenefitsAndShareBasedCompensation_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EmployeeBenefitsAndShareBasedCompensation_lbl" xml:lang="en-US">Stock based compensation expense</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_TotalChargesRelatedToEmployeeStockPurchasePlan" xlink:label="duot_TotalChargesRelatedToEmployeeStockPurchasePlan" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_TotalChargesRelatedToEmployeeStockPurchasePlan" xlink:to="duot_TotalChargesRelatedToEmployeeStockPurchasePlan_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_TotalChargesRelatedToEmployeeStockPurchasePlan_lbl" xml:lang="en-US">Total increase to equity for nine months ended September 30, 2023</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" xlink:to="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" xml:lang="en-US">Schedule of Share-Based Compensation Arrangements by Share-Based Payment Award [Table]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" xml:lang="en-US">Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_lbl" xml:lang="en-US">Outstanding beginning balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_lbl" xml:lang="en-US">Weighted average exercise price, Outstanding beginning balance</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1" xlink:label="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1" xlink:to="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_lbl" xml:lang="en-US">Weighted average remaining contractual term (Years), Outstanding beginning balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_lbl" xml:lang="en-US">Aggregate intrinsic value, Outstanding beginning balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_lbl" xml:lang="en-US">Number of options, Granted</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice" xlink:to="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_lbl" xml:lang="en-US">Weighted average exercise price, Granted</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2" xlink:label="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2" xlink:to="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_lbl" xml:lang="en-US">Weighted average remaining contractual term (Years), Granted</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_lbl" xml:lang="en-US">Number of options, Exercised/Forfeited/Expired</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_lbl" xml:lang="en-US">Weighted average exercise price, Exercised/forfeited/expired</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_2_lbl" xml:lang="en-US">Outstanding ending balance</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_2_lbl" xml:lang="en-US">Weighted average exercise price, Outstanding ending balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_lbl" xml:lang="en-US">Weighted average remaining contractual term (Years), Outstanding ending balance</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_2_lbl" xml:lang="en-US">Aggregate intrinsic value, Outstanding ending balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_lbl" xml:lang="en-US">Number of options, Exercisable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_lbl" xml:lang="en-US">Weighted average exercise price, Exercisable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_lbl" xml:lang="en-US">Weighted average remaining contractual term (Years), Exercisable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossTable" xlink:label="us-gaap_AccumulatedOtherComprehensiveIncomeLossTable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccumulatedOtherComprehensiveIncomeLossTable" xlink:to="us-gaap_AccumulatedOtherComprehensiveIncomeLossTable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccumulatedOtherComprehensiveIncomeLossTable_lbl" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss) [Table]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems" xlink:label="us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems" xlink:to="us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems_lbl" xml:lang="en-US">Accumulated Other Comprehensive Income (Loss) [Line Items]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice" xlink:to="duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_lbl" xml:lang="en-US">Weighted average exercise price, Outstanding beginning balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_lbl" xml:lang="en-US">Aggregate intrinsic value, Outstanding beginning balance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_lbl" xml:lang="en-US">Number of warrants, Warrants expired, forfeited, cancelled or exercised</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_WarrantsExpiredForfeitedCancelledOrExercised" xlink:label="duot_WarrantsExpiredForfeitedCancelledOrExercised" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_WarrantsExpiredForfeitedCancelledOrExercised" xlink:to="duot_WarrantsExpiredForfeitedCancelledOrExercised_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_WarrantsExpiredForfeitedCancelledOrExercised_lbl" xml:lang="en-US">Weighted average exercise price, Warrants expired, forfeited, cancelled or exercised</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ConversionOfStockSharesIssued1" xlink:label="us-gaap_ConversionOfStockSharesIssued1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConversionOfStockSharesIssued1" xlink:to="us-gaap_ConversionOfStockSharesIssued1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ConversionOfStockSharesIssued1_lbl" xml:lang="en-US">Number of warrants, Warrants issued</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice" xlink:label="duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice" xlink:to="duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice_lbl" xml:lang="en-US">Weighted average exercise price, Warrants issued</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice" xlink:to="duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_2_lbl" xml:lang="en-US">Weighted average exercise price, Outstanding ending balance</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_2_lbl" xml:lang="en-US">Aggregate intrinsic value, Outstanding ending balance</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_2_lbl" xml:lang="en-US">Number of warrants, Exercisable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1_lbl" xml:lang="en-US">Aggregate intrinsic value, Exercisable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ScheduleOfStockByClassTable" xlink:label="us-gaap_ScheduleOfStockByClassTable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfStockByClassTable" xlink:to="us-gaap_ScheduleOfStockByClassTable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ScheduleOfStockByClassTable_lbl" xml:lang="en-US">Schedule of Stock by Class [Table]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ClassOfStockLineItems" xlink:label="us-gaap_ClassOfStockLineItems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ClassOfStockLineItems" xlink:to="us-gaap_ClassOfStockLineItems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ClassOfStockLineItems_lbl" xml:lang="en-US">Class of Stock [Line Items]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ConversionOfStockAmountConverted1" xlink:label="us-gaap_ConversionOfStockAmountConverted1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConversionOfStockAmountConverted1" xlink:to="us-gaap_ConversionOfStockAmountConverted1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ConversionOfStockAmountConverted1_lbl" xml:lang="en-US">Conversion of stock, value</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DebtInstrumentConvertibleConversionPrice1" xlink:label="us-gaap_DebtInstrumentConvertibleConversionPrice1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentConvertibleConversionPrice1" xlink:to="us-gaap_DebtInstrumentConvertibleConversionPrice1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DebtInstrumentConvertibleConversionPrice1_lbl" xml:lang="en-US">Conversion price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PreferredStockVotingRights" xlink:label="us-gaap_PreferredStockVotingRights" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockVotingRights" xlink:to="us-gaap_PreferredStockVotingRights_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredStockVotingRights_lbl" xml:lang="en-US">Preferred stock voting rights</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock" xlink:label="us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock" xlink:to="us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock_lbl" xml:lang="en-US">Proceeds from convertible preferred stock</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesCPreferredConvertedToCommonStockShares" xlink:label="duot_SeriesCPreferredConvertedToCommonStockShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesCPreferredConvertedToCommonStockShares" xlink:to="duot_SeriesCPreferredConvertedToCommonStockShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesCPreferredConvertedToCommonStockShares_lbl" xml:lang="en-US">Series C preferred converted to common stock, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PreferredStockConvertibleConversionPrice" xlink:label="us-gaap_PreferredStockConvertibleConversionPrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockConvertibleConversionPrice" xlink:to="us-gaap_PreferredStockConvertibleConversionPrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_PreferredStockConvertibleConversionPrice_lbl" xml:lang="en-US">Conversion price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:label="us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts" xlink:to="us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_lbl" xml:lang="en-US">Additional paid-in capital</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ActualCosts" xlink:label="duot_ActualCosts" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ActualCosts" xlink:to="duot_ActualCosts_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ActualCosts_lbl" xml:lang="en-US">Actual costs</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess" xlink:label="us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess" xlink:to="us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess_lbl" xml:lang="en-US">Excess cost</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_SeriesFPreferredConvertiblePreferredStockShares" xlink:label="duot_SeriesFPreferredConvertiblePreferredStockShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesFPreferredConvertiblePreferredStockShares" xlink:to="duot_SeriesFPreferredConvertiblePreferredStockShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesFPreferredConvertiblePreferredStockShares_lbl" xml:lang="en-US">Series F preferred convertible preferred stock, Shares</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConversionOfStockSharesIssued" xlink:label="duot_ConversionOfStockSharesIssued" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConversionOfStockSharesIssued" xlink:to="duot_ConversionOfStockSharesIssued_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConversionOfStockSharesIssued_lbl" xml:lang="en-US">Conversion of shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CommonStockConvertibleConversionPriceIncrease" xlink:label="us-gaap_CommonStockConvertibleConversionPriceIncrease" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockConvertibleConversionPriceIncrease" xlink:to="us-gaap_CommonStockConvertibleConversionPriceIncrease_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_CommonStockConvertibleConversionPriceIncrease_lbl" xml:lang="en-US">Conversion price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_StockIssuedDuringPeriodSharesNewIssues" xlink:label="us-gaap_StockIssuedDuringPeriodSharesNewIssues" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodSharesNewIssues" xlink:to="us-gaap_StockIssuedDuringPeriodSharesNewIssues_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodSharesNewIssues_lbl" xml:lang="en-US">Number of shares issued, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_StockIssuedDuringPeriodValueNewIssues" xlink:label="us-gaap_StockIssuedDuringPeriodValueNewIssues" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodValueNewIssues" xlink:to="us-gaap_StockIssuedDuringPeriodValueNewIssues_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodValueNewIssues_lbl" xml:lang="en-US">Number of shares issued, value</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharePrice" xlink:label="us-gaap_SharePrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharePrice" xlink:to="us-gaap_SharePrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharePrice_lbl" xml:lang="en-US">Purchase price per share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromIssuanceInitialPublicOffering" xlink:label="us-gaap_ProceedsFromIssuanceInitialPublicOffering" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceInitialPublicOffering" xlink:to="us-gaap_ProceedsFromIssuanceInitialPublicOffering_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ProceedsFromIssuanceInitialPublicOffering_lbl" xml:lang="en-US">Proceeds from offering cost</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CommonStockIssuedEmployeeTrustDeferred" xlink:label="us-gaap_CommonStockIssuedEmployeeTrustDeferred" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockIssuedEmployeeTrustDeferred" xlink:to="us-gaap_CommonStockIssuedEmployeeTrustDeferred_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockIssuedEmployeeTrustDeferred_lbl" xml:lang="en-US">Aggregate common stock</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodSharesIssuedForServices" xlink:to="us-gaap_StockIssuedDuringPeriodSharesIssuedForServices_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_StockIssuedDuringPeriodSharesIssuedForServices_2_lbl" xml:lang="en-US">Stock issued for services , shares</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodValueIssuedForServices" xlink:to="us-gaap_StockIssuedDuringPeriodValueIssuedForServices_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_StockIssuedDuringPeriodValueIssuedForServices_2_lbl" xml:lang="en-US">Stock issued for services, value</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConvertedToCommonStockShares" xlink:label="duot_ConvertedToCommonStockShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertedToCommonStockShares" xlink:to="duot_ConvertedToCommonStockShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConvertedToCommonStockShares_lbl" xml:lang="en-US">Converted to common stock shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_lbl" xml:lang="en-US">Weighted average price per share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP" xlink:label="us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP" xlink:to="us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP_lbl" xml:lang="en-US">Total employee participation amount</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccruedLiabilitiesAndOtherLiabilities" xlink:label="us-gaap_AccruedLiabilitiesAndOtherLiabilities" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccruedLiabilitiesAndOtherLiabilities" xlink:to="us-gaap_AccruedLiabilitiesAndOtherLiabilities_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccruedLiabilitiesAndOtherLiabilities_lbl" xml:lang="en-US">Accrued liability</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AllocatedShareBasedCompensationExpense" xlink:label="us-gaap_AllocatedShareBasedCompensationExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AllocatedShareBasedCompensationExpense" xlink:to="us-gaap_AllocatedShareBasedCompensationExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AllocatedShareBasedCompensationExpense_lbl" xml:lang="en-US">Stock-based compensation expense</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_FairMarketValuePercentage" xlink:label="duot_FairMarketValuePercentage" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_FairMarketValuePercentage" xlink:to="duot_FairMarketValuePercentage_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_FairMarketValuePercentage_lbl" xml:lang="en-US">Fair market value percentage</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharesIssued" xlink:label="us-gaap_SharesIssued" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharesIssued" xlink:to="us-gaap_SharesIssued_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharesIssued_lbl" xml:lang="en-US">Common stock issued</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent" xlink:to="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_lbl" xml:lang="en-US">Purchase discount, percentage</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_TotalCompensationCostForStockOptions" xlink:label="duot_TotalCompensationCostForStockOptions" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_TotalCompensationCostForStockOptions" xlink:to="duot_TotalCompensationCostForStockOptions_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_TotalCompensationCostForStockOptions_lbl" xml:lang="en-US">Total compensation cost</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_OptionsToPurchaseSharesOfCommonStock" xlink:label="duot_OptionsToPurchaseSharesOfCommonStock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_OptionsToPurchaseSharesOfCommonStock" xlink:to="duot_OptionsToPurchaseSharesOfCommonStock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_OptionsToPurchaseSharesOfCommonStock_lbl" xml:lang="en-US">Options to purchase shares of common stock</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1" xlink:label="us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1" xlink:to="us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_lbl" xml:lang="en-US">Strike price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" xml:lang="en-US">Shares available for grant</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent" xlink:label="us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent" xlink:to="us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_lbl" xml:lang="en-US">Discount rate</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_lbl" xml:lang="en-US">Non-qualified stock options, granted</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_lbl" xml:lang="en-US">Non-qualified stock options, forfeited</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_lbl" xml:lang="en-US">Non-qualified stock options, net issuance</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensation" xlink:to="us-gaap_ShareBasedCompensation_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ShareBasedCompensation_2_lbl" xml:lang="en-US">Non-qualified stock options, charge</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_3_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_3_lbl" xml:lang="en-US">Number of incentive stock options</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_3_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_3_lbl" xml:lang="en-US">Number of incentive stock options</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CostsAndEstimatedEarningsRecognized" xlink:label="duot_CostsAndEstimatedEarningsRecognized" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CostsAndEstimatedEarningsRecognized" xlink:to="duot_CostsAndEstimatedEarningsRecognized_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CostsAndEstimatedEarningsRecognized_lbl" xml:lang="en-US">Cumulative revenues recognized</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_BillingsOrCashReceived" xlink:label="duot_BillingsOrCashReceived" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_BillingsOrCashReceived" xlink:to="duot_BillingsOrCashReceived_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_BillingsOrCashReceived_lbl" xml:lang="en-US">Less: Billings or cash received</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ContractWithCustomerAssetNetCurrent" xlink:to="us-gaap_ContractWithCustomerAssetNetCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ContractWithCustomerAssetNetCurrent_2_lbl" xml:lang="en-US">Contract assets</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_BillingsAndorCashReceiptsOnUncompletedContracts" xlink:label="duot_BillingsAndorCashReceiptsOnUncompletedContracts" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_BillingsAndorCashReceiptsOnUncompletedContracts" xlink:to="duot_BillingsAndorCashReceiptsOnUncompletedContracts_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_BillingsAndorCashReceiptsOnUncompletedContracts_lbl" xml:lang="en-US">Billings and/or cash receipts on uncompleted contracts</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_CostAndEstimatedEarningsRecognized" xlink:label="duot_CostAndEstimatedEarningsRecognized" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CostAndEstimatedEarningsRecognized" xlink:to="duot_CostAndEstimatedEarningsRecognized_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_CostAndEstimatedEarningsRecognized_lbl" xml:lang="en-US">Less: Cumulative revenues recognized</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ContractLiabilitiesTechnologiesSystems" xlink:label="duot_ContractLiabilitiesTechnologiesSystems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ContractLiabilitiesTechnologiesSystems" xlink:to="duot_ContractLiabilitiesTechnologiesSystems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ContractLiabilitiesTechnologiesSystems_lbl" xml:lang="en-US">Contract liabilities, technology systems</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ContractLiabilitiesServicesAndConsulting" xlink:label="duot_ContractLiabilitiesServicesAndConsulting" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ContractLiabilitiesServicesAndConsulting" xlink:to="duot_ContractLiabilitiesServicesAndConsulting_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ContractLiabilitiesServicesAndConsulting_lbl" xml:lang="en-US">Contract liabilities, services and consulting</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ContractWithCustomerLiability" xlink:label="us-gaap_ContractWithCustomerLiability" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ContractWithCustomerLiability" xlink:to="us-gaap_ContractWithCustomerLiability_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ContractWithCustomerLiability_lbl" xml:lang="en-US">Total contract liabilities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DisaggregationOfRevenueTable" xlink:label="us-gaap_DisaggregationOfRevenueTable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisaggregationOfRevenueTable" xlink:to="us-gaap_DisaggregationOfRevenueTable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DisaggregationOfRevenueTable_lbl" xml:lang="en-US">Disaggregation of Revenue [Table]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DisaggregationOfRevenueLineItems" xlink:label="us-gaap_DisaggregationOfRevenueLineItems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisaggregationOfRevenueLineItems" xlink:to="us-gaap_DisaggregationOfRevenueLineItems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DisaggregationOfRevenueLineItems_lbl" xml:lang="en-US">Disaggregation of Revenue [Line Items]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax" xlink:label="us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax" xlink:to="us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax_lbl" xml:lang="en-US">Revenue</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ContractWithCustomerLiabilityCurrent" xlink:to="us-gaap_ContractWithCustomerLiabilityCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ContractWithCustomerLiabilityCurrent_2_lbl" xml:lang="en-US">Contract liabilities</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ContractLiabilitiesTechnologiesSystems" xlink:to="duot_ContractLiabilitiesTechnologiesSystems_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="duot_ContractLiabilitiesTechnologiesSystems_2_lbl" xml:lang="en-US">Technology systems</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConsultingRecognized" xlink:label="duot_ConsultingRecognized" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConsultingRecognized" xlink:to="duot_ConsultingRecognized_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConsultingRecognized_lbl" xml:lang="en-US">Consulting recognized</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DefinedBenefitPlanServiceCost" xlink:label="us-gaap_DefinedBenefitPlanServiceCost" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DefinedBenefitPlanServiceCost" xlink:to="us-gaap_DefinedBenefitPlanServiceCost_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DefinedBenefitPlanServiceCost_lbl" xml:lang="en-US">Cash contributions</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConvertibleNoteReceivable" xlink:label="duot_ConvertibleNoteReceivable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleNoteReceivable" xlink:to="duot_ConvertibleNoteReceivable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConvertibleNoteReceivable_lbl" xml:lang="en-US">Convertible note receivable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DebtInstrumentUnamortizedDiscount" xlink:label="us-gaap_DebtInstrumentUnamortizedDiscount" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentUnamortizedDiscount" xlink:to="us-gaap_DebtInstrumentUnamortizedDiscount_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_DebtInstrumentUnamortizedDiscount_lbl" xml:lang="en-US">Unamortized discount</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConvertibleNoteReceivableNet" xlink:label="duot_ConvertibleNoteReceivableNet" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleNoteReceivableNet" xlink:to="duot_ConvertibleNoteReceivableNet_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConvertibleNoteReceivableNet_lbl" xml:lang="en-US">Convertible note receivable, net</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_PrincipalAmount" xlink:label="duot_PrincipalAmount" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PrincipalAmount" xlink:to="duot_PrincipalAmount_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PrincipalAmount_lbl" xml:lang="en-US">Principal amount</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_OriginalIssueDiscount" xlink:label="duot_OriginalIssueDiscount" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_OriginalIssueDiscount" xlink:to="duot_OriginalIssueDiscount_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_OriginalIssueDiscount_lbl" xml:lang="en-US">Original issue discount</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CommonStockDividendsShares" xlink:label="us-gaap_CommonStockDividendsShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockDividendsShares" xlink:to="us-gaap_CommonStockDividendsShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockDividendsShares_lbl" xml:lang="en-US">Common stock shares</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_PurchaseOfCommonStockWarrants" xlink:label="duot_PurchaseOfCommonStockWarrants" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PurchaseOfCommonStockWarrants" xlink:to="duot_PurchaseOfCommonStockWarrants_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PurchaseOfCommonStockWarrants_lbl" xml:lang="en-US">Purchase of common stock warrants</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_WarrantExercisePriceIncrease" xlink:label="us-gaap_WarrantExercisePriceIncrease" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WarrantExercisePriceIncrease" xlink:to="us-gaap_WarrantExercisePriceIncrease_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_WarrantExercisePriceIncrease_lbl" xml:lang="en-US">Exercise price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges" xlink:label="us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges" xlink:to="us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges_lbl" xml:lang="en-US">Sale of assets</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SubsequentEventTable" xlink:label="us-gaap_SubsequentEventTable" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventTable" xlink:to="us-gaap_SubsequentEventTable_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SubsequentEventTable_lbl" xml:lang="en-US">Subsequent Event [Table]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SubsequentEventLineItems" xlink:label="us-gaap_SubsequentEventLineItems" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventLineItems" xlink:to="us-gaap_SubsequentEventLineItems_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SubsequentEventLineItems_lbl" xml:lang="en-US">Subsequent Event [Line Items]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PreferredUnitsAuthorized" xlink:label="us-gaap_PreferredUnitsAuthorized" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredUnitsAuthorized" xlink:to="us-gaap_PreferredUnitsAuthorized_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredUnitsAuthorized_lbl" xml:lang="en-US">Shares sold to investors</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharePrice" xlink:to="us-gaap_SharePrice_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_SharePrice_2_lbl" xml:lang="en-US">Share price</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOfPreferredStockAndPreferenceStock" xlink:to="us-gaap_ProceedsFromIssuanceOfPreferredStockAndPreferenceStock_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ProceedsFromIssuanceOfPreferredStockAndPreferenceStock_2_lbl" xml:lang="en-US">Received proceeds</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConversionPrice" xlink:label="duot_ConversionPrice" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConversionPrice" xlink:to="duot_ConversionPrice_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="duot_ConversionPrice_lbl" xml:lang="en-US">Conversion price</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_ConversionShares" xlink:label="duot_ConversionShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConversionShares" xlink:to="duot_ConversionShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConversionShares_lbl" xml:lang="en-US">Conversion shares</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharesIssued" xlink:to="us-gaap_SharesIssued_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_SharesIssued_2_lbl" xml:lang="en-US">Additional shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SharesIssuedPricePerShare" xlink:label="us-gaap_SharesIssuedPricePerShare" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharesIssuedPricePerShare" xlink:to="us-gaap_SharesIssuedPricePerShare_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharesIssuedPricePerShare_lbl" xml:lang="en-US">Common per share</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20230930.xsd#duot_StockExchangeShares" xlink:label="duot_StockExchangeShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_StockExchangeShares" xlink:to="duot_StockExchangeShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_StockExchangeShares_lbl" xml:lang="en-US">Exchange shares</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PreferredStockSharesAvailableToBeDesignated" xlink:to="duot_PreferredStockSharesAvailableToBeDesignated_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_PreferredStockSharesAvailableToBeDesignated_doc" xml:lang="en-US">Number of shares of preferred stock which are available to be designated.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleSeriesAPreferredStockMember" xlink:to="duot_ConvertibleSeriesAPreferredStockMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ConvertibleSeriesAPreferredStockMember_doc" xml:lang="en-US">Series A Convertible Preferred Stock [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleSeriesBPreferredStockMember" xlink:to="duot_ConvertibleSeriesBPreferredStockMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ConvertibleSeriesBPreferredStockMember_doc" xml:lang="en-US">Series B Convertible Preferred Stock [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AssetsCurrent" xlink:to="us-gaap_AssetsCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AssetsCurrent_2_lbl" xml:lang="en-US">Assets, Current</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OtherAssets" xlink:to="us-gaap_OtherAssets_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OtherAssets_2_lbl" xml:lang="en-US">Other Assets</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Assets" xlink:to="us-gaap_Assets_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_Assets_2_lbl" xml:lang="en-US">Assets</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LiabilitiesCurrent" xlink:to="us-gaap_LiabilitiesCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LiabilitiesCurrent_2_lbl" xml:lang="en-US">Liabilities, Current</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Liabilities" xlink:to="us-gaap_Liabilities_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_Liabilities_2_lbl" xml:lang="en-US">Liabilities</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_TotalPaidInCapitalAndRetainedEarningsDeficit" xlink:to="duot_TotalPaidInCapitalAndRetainedEarningsDeficit_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_TotalPaidInCapitalAndRetainedEarningsDeficit_2_lbl" xml:lang="en-US">Total Paid In Capital And Retained Earnings Deficit</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TreasuryStockCommonValue" xlink:to="us-gaap_TreasuryStockCommonValue_2_lbl" xlink:type="arc" />
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<DOCUMENT>
<TYPE>EX-101.PRE
<SEQUENCE>13
<FILENAME>duot-20230930_pre.xml
<DESCRIPTION>XBRL PRESENTATION FILE
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446019040">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>Cover - shares<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Nov. 10, 2023</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_CoverAbstract', window );"><strong>Cover [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentType', window );">Document Type</a></td>
<td class="text">10-Q<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_AmendmentFlag', window );">Amendment Flag</a></td>
<td class="text">false<span></span>
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<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentQuarterlyReport', window );">Document Quarterly Report</a></td>
<td class="text">true<span></span>
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<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentTransitionReport', window );">Document Transition Report</a></td>
<td class="text">false<span></span>
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<td class="text">&#160;<span></span>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentPeriodEndDate', window );">Document Period End Date</a></td>
<td class="text">Sep. 30,  2023<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentFiscalPeriodFocus', window );">Document Fiscal Period Focus</a></td>
<td class="text">Q3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentFiscalYearFocus', window );">Document Fiscal Year Focus</a></td>
<td class="text">2023<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_CurrentFiscalYearEndDate', window );">Current Fiscal Year End Date</a></td>
<td class="text">--12-31<span></span>
</td>
<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityFileNumber', window );">Entity File Number</a></td>
<td class="text">000-55497<span></span>
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<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityRegistrantName', window );">Entity Registrant Name</a></td>
<td class="text">Duos Technologies Group, Inc.<span></span>
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<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityCentralIndexKey', window );">Entity Central Index Key</a></td>
<td class="text">0001396536<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityTaxIdentificationNumber', window );">Entity Tax Identification Number</a></td>
<td class="text">65-0493217<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityIncorporationStateCountryCode', window );">Entity Incorporation, State or Country Code</a></td>
<td class="text">FL<span></span>
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<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressAddressLine1', window );">Entity Address, Address Line One</a></td>
<td class="text">7660 Centurion Parkway<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressAddressLine2', window );">Entity Address, Address Line Two</a></td>
<td class="text">Suite 100<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressCityOrTown', window );">Entity Address, City or Town</a></td>
<td class="text">Jacksonville<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressStateOrProvince', window );">Entity Address, State or Province</a></td>
<td class="text">FL<span></span>
</td>
<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressPostalZipCode', window );">Entity Address, Postal Zip Code</a></td>
<td class="text">32256<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_CityAreaCode', window );">City Area Code</a></td>
<td class="text">(904)<span></span>
</td>
<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_LocalPhoneNumber', window );">Local Phone Number</a></td>
<td class="text">296-2807<span></span>
</td>
<td class="text">&#160;<span></span>
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</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_Security12bTitle', window );">Title of 12(b) Security</a></td>
<td class="text">Common Stock, par value $0.001<span></span>
</td>
<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_TradingSymbol', window );">Trading Symbol</a></td>
<td class="text">DUOT<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_SecurityExchangeName', window );">Security Exchange Name</a></td>
<td class="text">NASDAQ<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityCurrentReportingStatus', window );">Entity Current Reporting Status</a></td>
<td class="text">Yes<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityInteractiveDataCurrent', window );">Entity Interactive Data Current</a></td>
<td class="text">Yes<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityFilerCategory', window );">Entity Filer Category</a></td>
<td class="text">Non-accelerated Filer<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntitySmallBusiness', window );">Entity Small Business</a></td>
<td class="text">true<span></span>
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<td class="text">&#160;<span></span>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityEmergingGrowthCompany', window );">Entity Emerging Growth Company</a></td>
<td class="text">false<span></span>
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<td class="text">&#160;<span></span>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityShellCompany', window );">Entity Shell Company</a></td>
<td class="text">false<span></span>
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<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityCommonStockSharesOutstanding', window );">Entity Common Stock, Shares Outstanding</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">7,247,131<span></span>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the XBRL content amends previously-filed or accepted submission.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_AmendmentFlag</td>
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<td>xbrli:booleanItemType</td>
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<td>duration</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Area code of city</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<td>xbrli:normalizedStringItemType</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Cover page.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_CoverAbstract</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>End date of current fiscal year in the format --MM-DD.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Fiscal period values are FY, Q1, Q2, and Q3.  1st, 2nd and 3rd quarter 10-Q or 10-QT statements have value Q1, Q2, and Q3 respectively, with 10-K, 10-KT or other fiscal year statements having FY.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>This is focus fiscal year of the document report in YYYY format. For a 2006 annual report, which may also provide financial information from prior periods, fiscal 2006 should be given as the fiscal year focus. Example: 2006.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_DocumentFiscalYearFocus</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_DocumentPeriodEndDate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>For the EDGAR submission types of Form 8-K: the date of the report, the date of the earliest event reported; for the EDGAR submission types of Form N-1A: the filing date; for all other submission types: the end of the reporting or transition period.  The format of the date is YYYY-MM-DD.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_DocumentPeriodEndDate</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:dateItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_DocumentQuarterlyReport">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true only for a form used as an quarterly report.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Form 10-Q<br> -Number 240<br> -Section 308<br> -Subsection a<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_DocumentQuarterlyReport</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:booleanItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_DocumentTransitionReport">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true only for a form used as a transition report.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Forms 10-K, 10-Q, 20-F<br> -Number 240<br> -Section 13<br> -Subsection a-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_DocumentTransitionReport</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:booleanItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_DocumentType">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The type of document being provided (such as 10-K, 10-Q, 485BPOS, etc). The document type is limited to the same value as the supporting SEC submission type, or the word 'Other'.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_DocumentType</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:submissionTypeItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressAddressLine1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Address Line 1 such as Attn, Building Name, Street Name</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressAddressLine1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressAddressLine2">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Address Line 2 such as Street or Suite number</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressAddressLine2</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressCityOrTown">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Name of the City or Town</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressCityOrTown</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressPostalZipCode">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Code for the postal or zip code</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressPostalZipCode</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressStateOrProvince">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Name of the state or province.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressStateOrProvince</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:stateOrProvinceItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityCentralIndexKey">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>A unique 10-digit SEC-issued value to identify entities that have filed disclosures with the SEC. It is commonly abbreviated as CIK.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityCentralIndexKey</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:centralIndexKeyItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityCommonStockSharesOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Indicate number of shares or other units outstanding of each of registrant's classes of capital or common stock or other ownership interests, if and as stated on cover of related periodic report. Where multiple classes or units exist define each class/interest by adding class of stock items such as Common Class A [Member], Common Class B [Member] or Partnership Interest [Member] onto the Instrument [Domain] of the Entity Listings, Instrument.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityCommonStockSharesOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityCurrentReportingStatus">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Indicate 'Yes' or 'No' whether registrants (1) have filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that registrants were required to file such reports), and (2) have been subject to such filing requirements for the past 90 days. This information should be based on the registrant's current or most recent filing containing the related disclosure.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityCurrentReportingStatus</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:yesNoItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityEmergingGrowthCompany">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Indicate if registrant meets the emerging growth company criteria.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityEmergingGrowthCompany</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:booleanItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityFileNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Commission file number. The field allows up to 17 characters. The prefix may contain 1-3 digits, the sequence number may contain 1-8 digits, the optional suffix may contain 1-4 characters, and the fields are separated with a hyphen.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityFileNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:fileNumberItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityFilerCategory">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Indicate whether the registrant is one of the following: Large Accelerated Filer, Accelerated Filer, Non-accelerated Filer. Definitions of these categories are stated in Rule 12b-2 of the Exchange Act. This information should be based on the registrant's current or most recent filing containing the related disclosure.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityFilerCategory</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:filerCategoryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityIncorporationStateCountryCode">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Two-character EDGAR code representing the state or country of incorporation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityIncorporationStateCountryCode</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:edgarStateCountryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityInteractiveDataCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T during the preceding 12 months (or for such shorter period that the registrant was required to submit such files).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Regulation S-T<br> -Number 232<br> -Section 405<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityInteractiveDataCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:yesNoItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityRegistrantName">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The exact name of the entity filing the report as specified in its charter, which is required by forms filed with the SEC.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityRegistrantName</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityShellCompany">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the registrant is a shell company as defined in Rule 12b-2 of the Exchange Act.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityShellCompany</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:booleanItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntitySmallBusiness">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Indicates that the company is a Smaller Reporting Company (SRC).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntitySmallBusiness</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:booleanItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityTaxIdentificationNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The Tax Identification Number (TIN), also known as an Employer Identification Number (EIN), is a unique 9-digit value assigned by the IRS.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityTaxIdentificationNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:employerIdItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_LocalPhoneNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Local phone number for entity.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_LocalPhoneNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_Security12bTitle">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Title of a 12(b) registered security.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_Security12bTitle</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:securityTitleItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_SecurityExchangeName">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Name of the Exchange on which a security is registered.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection d1-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_SecurityExchangeName</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:edgarExchangeCodeItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_TradingSymbol">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Trading symbol of an instrument as listed on an exchange.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_TradingSymbol</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:tradingSymbolItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
</div>
</body>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444736192">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>CONSOLIDATED BALANCE SHEETS - USD ($)<br></strong></div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AssetsCurrentAbstract', window );"><strong>&#160;CURRENT ASSETS:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_Cash', window );">&#160;Cash</a></td>
<td class="nump">$ 3,266,916<span></span>
</td>
<td class="nump">$ 1,121,092<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AccountsReceivableNetCurrent', window );">&#160;Accounts receivable, net</a></td>
<td class="nump">258,874<span></span>
</td>
<td class="nump">3,418,263<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ContractWithCustomerAssetNetCurrent', window );">&#160;Contract assets</a></td>
<td class="nump">1,346,731<span></span>
</td>
<td class="nump">425,722<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_InventoryNet', window );">&#160;Inventory</a></td>
<td class="nump">1,525,913<span></span>
</td>
<td class="nump">1,428,360<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PrepaidExpenseAndOtherAssetsCurrent', window );">&#160;Prepaid expenses and other current assets</a></td>
<td class="nump">355,978<span></span>
</td>
<td class="nump">441,320<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AssetsCurrent', window );">&#160;Total Current Assets</a></td>
<td class="nump">6,754,412<span></span>
</td>
<td class="nump">6,834,757<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PropertyPlantAndEquipmentNet', window );">&#160;Property and equipment, net</a></td>
<td class="nump">555,485<span></span>
</td>
<td class="nump">629,490<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseRightOfUseAsset', window );">&#160;Operating lease right of use asset</a></td>
<td class="nump">4,454,714<span></span>
</td>
<td class="nump">4,689,931<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SecurityDeposit', window );">&#160;Security deposit</a></td>
<td class="nump">550,000<span></span>
</td>
<td class="nump">600,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherAssetsAbstract', window );"><strong>&#160;OTHER ASSETS:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NotesAndLoansReceivableNetNoncurrent', window );">&#160;Note receivable, net</a></td>
<td class="nump">151,875<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IntangibleAssetsNetExcludingGoodwill', window );">&#160;Patents and trademarks, net</a></td>
<td class="nump">121,051<span></span>
</td>
<td class="nump">69,733<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CapitalizedSoftwareDevelopmentCostsForSoftwareSoldToCustomers', window );">&#160;Software development costs, net</a></td>
<td class="nump">793,618<span></span>
</td>
<td class="nump">265,208<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherAssets', window );">&#160;Total Other Assets</a></td>
<td class="nump">1,066,544<span></span>
</td>
<td class="nump">334,941<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_Assets', window );">&#160;TOTAL ASSETS</a></td>
<td class="nump">13,381,155<span></span>
</td>
<td class="nump">13,089,119<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LiabilitiesCurrentAbstract', window );"><strong>&#160;CURRENT LIABILITIES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AccountsPayableCurrent', window );">&#160;Accounts payable</a></td>
<td class="nump">619,765<span></span>
</td>
<td class="nump">2,290,390<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">&#160;Notes payable - financing agreements</a></td>
<td class="nump">137,816<span></span>
</td>
<td class="nump">74,575<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AccruedLiabilitiesCurrent', window );">&#160;Accrued expenses</a></td>
<td class="nump">275,277<span></span>
</td>
<td class="nump">453,023<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityCurrent', window );">&#160;Equipment financing payable-current portion</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">22,851<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseLiabilityCurrent', window );">&#160;Operating lease obligations-current portion</a></td>
<td class="nump">774,306<span></span>
</td>
<td class="nump">696,869<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ContractWithCustomerLiabilityCurrent', window );">&#160;Contract liabilities</a></td>
<td class="nump">1,588,928<span></span>
</td>
<td class="nump">957,997<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LiabilitiesCurrent', window );">&#160;Total Current Liabilities</a></td>
<td class="nump">3,396,092<span></span>
</td>
<td class="nump">4,495,705<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseLiabilityNoncurrent', window );">&#160;Operating lease obligations, less current portion</a></td>
<td class="nump">4,310,853<span></span>
</td>
<td class="nump">4,542,943<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_Liabilities', window );">&#160;Total Liabilities</a></td>
<td class="nump">7,706,945<span></span>
</td>
<td class="nump">9,038,648<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommitmentsAndContingencies', window );">&#160;Commitments and Contingencies (Note 4)</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>&#160;STOCKHOLDERS' EQUITY:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred stock, value</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockValue', window );">Common stock: $0.001 par value; 500,000,000 shares authorized, 7,248,455 and 7,156,856 shares issued, 7,247,131 and 7,155,552 shares outstanding at September 30, 2023 and December 31, 2022, respectively</a></td>
<td class="nump">7,248<span></span>
</td>
<td class="nump">7,156<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AdditionalPaidInCapital', window );">&#160;Additional paid-in-capital</a></td>
<td class="nump">66,267,057<span></span>
</td>
<td class="nump">56,562,600<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RetainedEarningsAccumulatedDeficit', window );">&#160;Accumulated deficit</a></td>
<td class="num">(60,442,653)<span></span>
</td>
<td class="num">(52,361,834)<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_TotalPaidInCapitalAndRetainedEarningsDeficit', window );">&#160;Sub-total</a></td>
<td class="nump">5,831,662<span></span>
</td>
<td class="nump">4,207,923<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TreasuryStockCommonValue', window );">Less:&#160;&#160;Treasury stock (1,324 shares of common stock&#160;at September 30, 2023 and December 31, 2022)</a></td>
<td class="num">(157,452)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">&#160;Total Stockholders' Equity</a></td>
<td class="nump">5,674,210<span></span>
</td>
<td class="nump">4,050,471<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LiabilitiesAndStockholdersEquity', window );">&#160;Total Liabilities and Stockholders' Equity</a></td>
<td class="nump">13,381,155<span></span>
</td>
<td class="nump">13,089,119<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesAPreferredStockMember', window );">Convertible Series A Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>&#160;STOCKHOLDERS' EQUITY:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred stock, value</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember', window );">Convertible Series B Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>&#160;STOCKHOLDERS' EQUITY:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred stock, value</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember', window );">Convertible Series C Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>&#160;STOCKHOLDERS' EQUITY:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred stock, value</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember', window );">Convertible Series D Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>&#160;STOCKHOLDERS' EQUITY:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred stock, value</a></td>
<td class="nump">1<span></span>
</td>
<td class="nump">1<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember', window );">Convertible Series E Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>&#160;STOCKHOLDERS' EQUITY:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred stock, value</a></td>
<td class="nump">4<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember', window );">Convertible Series F Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>&#160;STOCKHOLDERS' EQUITY:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred stock, value</a></td>
<td class="nump">$ 5<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_TotalPaidInCapitalAndRetainedEarningsDeficit">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_TotalPaidInCapitalAndRetainedEarningsDeficit</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AccountsPayableCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Carrying value as of the balance sheet date of liabilities incurred (and for which invoices have typically been received) and payable to vendors for goods and services received that are used in an entity's business. Used to reflect the current portion of the liabilities (due within one year or within the normal operating cycle if longer).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.19(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AccountsPayableCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AccountsReceivableNetCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount, after allowance for credit loss, of right to consideration from customer for product sold and service rendered in normal course of business, classified as current.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 310<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481990/310-10-45-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 310<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 9<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481990/310-10-45-9<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AccountsReceivableNetCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AccruedLiabilitiesCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Carrying value as of the balance sheet date of obligations incurred and payable, pertaining to costs that are statutory in nature, are incurred on contractual obligations, or accumulate over time and for which invoices have not yet been received or will not be rendered. Examples include taxes, interest, rent and utilities. Used to reflect the current portion of the liabilities (due within one year or within the normal operating cycle if longer).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.20)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AccruedLiabilitiesCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AdditionalPaidInCapital">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of excess of issue price over par or stated value of stock and from other transaction involving stock or stockholder. Includes, but is not limited to, additional paid-in capital (APIC) for common and preferred stock.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(18))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30)(a)(1))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AdditionalPaidInCapital</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_Assets">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Sum of the carrying amounts as of the balance sheet date of all assets that are recognized. Assets are probable future economic benefits obtained or controlled by an entity as a result of past transactions or events.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 810<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (bb)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481203/810-10-50-3<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 810<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 25<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481231/810-10-45-25<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 235<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480678/235-10-S99-1<br><br>Reference 4: 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-Subparagraph (SX 210.13-01(a)(4)(iii))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 15: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iii)(A))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 16: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iv))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 17: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(5))<br> -Publisher FASB<br> -URI 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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_Assets</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AssetsCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Sum of the carrying amounts as of the balance sheet date of all assets that are expected to be realized in cash, sold, or consumed within one year (or the normal operating cycle, if longer). Assets are probable future economic benefits obtained or controlled by an entity as a result of past transactions or events.</p></div>
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(SX 210.13-02(a)(4)(iii)(B))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 18: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iv))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 19: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(5))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 20: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 7<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481404/852-10-50-7<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AssetsCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AssetsCurrentAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AssetsCurrentAbstract</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CapitalizedSoftwareDevelopmentCostsForSoftwareSoldToCustomers">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Unamortized costs incurred for development of computer software, which is to be sold, leased or otherwise marketed, after establishing technological feasibility through to the general release of the software products. Excludes capitalized costs of developing software for internal use.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 942<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(10))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479853/942-210-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 985<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481283/985-20-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CapitalizedSoftwareDevelopmentCostsForSoftwareSoldToCustomers</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_Cash">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of currency on hand as well as demand deposits with banks or financial institutions. Includes other kinds of accounts that have the general characteristics of demand deposits. Excludes cash and cash equivalents within disposal group and discontinued operation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 946<br> -SubTopic 830<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 12<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480167/946-830-55-12<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(2))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 21<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480555/946-210-45-21<br><br>Reference 6: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(1))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 20<br> -SubTopic 210<br> -Topic 946<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480555/946-210-45-20<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_Cash</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommitmentsAndContingencies">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Represents the caption on the face of the balance sheet to indicate that the entity has entered into (1) purchase or supply arrangements that will require expending a portion of its resources to meet the terms thereof, and (2) is exposed to potential losses or, less frequently, gains, arising from (a) possible claims against a company's resources due to future performance under contract terms, and (b) possible losses or likely gains from uncertainties that will ultimately be resolved when one or more future events that are deemed likely to occur do occur or fail to occur.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(19))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(15))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03.17)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479853/942-210-S99-1<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.25)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommitmentsAndContingencies</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockValue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Aggregate par or stated value of issued nonredeemable common stock (or common stock redeemable solely at the option of the issuer). This item includes treasury stock repurchased by the entity. Note: elements for number of nonredeemable common shares, par value and other disclosure concepts are in another section within stockholders' equity.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(22))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockValue</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ContractWithCustomerAssetNetCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount, after allowance for credit loss, of right to consideration in exchange for good or service transferred to customer when right is conditioned on something other than passage of time, classified as current.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-3<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-1<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-8<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ContractWithCustomerAssetNetCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ContractWithCustomerLiabilityCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of obligation to transfer good or service to customer for which consideration has been received or is receivable, classified as current.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-8<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ContractWithCustomerLiabilityCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_FinanceLeaseLiabilityCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Present value of lessee's discounted obligation for lease payments from finance lease, classified as current.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479041/842-20-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_FinanceLeaseLiabilityCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IntangibleAssetsNetExcludingGoodwill">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Sum of the carrying amounts of all intangible assets, excluding goodwill, as of the balance sheet date, net of accumulated amortization and impairment charges.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 350<br> -SubTopic 30<br> -Section 50<br> -Paragraph 2<br> -Subparagraph ((a)(1),(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482665/350-30-50-2<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 350<br> -SubTopic 30<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482686/350-30-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IntangibleAssetsNetExcludingGoodwill</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_InventoryNet">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount after valuation and LIFO reserves of inventory expected to be sold, or consumed within one year or operating cycle, if longer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483467/210-10-45-1<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(6))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_InventoryNet</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_Liabilities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Sum of the carrying amounts as of the balance sheet date of all liabilities that are recognized. Liabilities are probable future sacrifices of economic benefits arising from present obligations of an entity to transfer assets or provide services to other entities in the future.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 810<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481203/810-10-50-3<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 810<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 25<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481231/810-10-45-25<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 810<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (bb)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481203/810-10-50-3<br><br>Reference 4: 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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_Liabilities</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LiabilitiesAndStockholdersEquity">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of liabilities and equity items, including the portion of equity attributable to noncontrolling interests, if any.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LiabilitiesAndStockholdersEquity</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
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<tr>
<td><strong> Period Type:</strong></td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LiabilitiesCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Total obligations incurred as part of normal operations that are expected to be paid during the following twelve months or within one business cycle, if longer.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LiabilitiesCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LiabilitiesCurrentAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LiabilitiesCurrentAbstract</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_NotesAndLoansReceivableNetNoncurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount, after allowance for credit loss, of financing receivable, classified as noncurrent.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_NotesAndLoansReceivableNetNoncurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseLiabilityCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Present value of lessee's discounted obligation for lease payments from operating lease, classified as current.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479041/842-20-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseLiabilityCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseLiabilityNoncurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Present value of lessee's discounted obligation for lease payments from operating lease, classified as noncurrent.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479041/842-20-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseLiabilityNoncurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseRightOfUseAsset">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's right to use underlying asset under operating lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479041/842-20-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseRightOfUseAsset</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OtherAssets">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of assets classified as other.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 946<br> -SubTopic 830<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 12<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480167/946-830-55-12<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(10))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(17))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 942<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(10))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479853/942-210-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OtherAssets</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OtherAssetsAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OtherAssetsAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OtherNotesPayableCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of long-term notes classified as other, payable within one year or the normal operating cycle, if longer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.20)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OtherNotesPayableCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockValue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Aggregate par or stated value of issued nonredeemable preferred stock (or preferred stock redeemable solely at the option of the issuer). This item includes treasury stock repurchased by the entity. Note: elements for number of nonredeemable preferred shares, par value and other disclosure concepts are in another section within stockholders' equity.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(21))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockValue</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PrepaidExpenseAndOtherAssetsCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of asset related to consideration paid in advance for costs that provide economic benefits in future periods, and amount of other assets that are expected to be realized or consumed within one year or the normal operating cycle, if longer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(9))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PrepaidExpenseAndOtherAssetsCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PropertyPlantAndEquipmentNet">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount after accumulated depreciation, depletion and amortization of physical assets used in the normal conduct of business to produce goods and services and not intended for resale. Examples include, but are not limited to, land, buildings, machinery and equipment, office equipment, and furniture and fixtures.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -SubTopic 10<br> -Topic 360<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482099/360-10-50-1<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(8))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 942<br> -SubTopic 360<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480842/942-360-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PropertyPlantAndEquipmentNet</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_RetainedEarningsAccumulatedDeficit">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of accumulated undistributed earnings (deficit).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (g)(2)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480016/944-40-65-2<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (h)(2)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480016/944-40-65-2<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480990/946-20-50-11<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(23)(a)(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(17))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 7: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480008/505-10-S99-1<br><br>Reference 8: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30)(a)(3))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_RetainedEarningsAccumulatedDeficit</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SecurityDeposit">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The amount of an asset, typically cash, provided to a counterparty to provide certain assurance of performance by the entity pursuant to the terms of a written or oral agreement, such as a lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(17))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SecurityDeposit</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockholdersEquity">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of equity (deficit) attributable to parent. Excludes temporary equity and equity attributable to noncontrolling interest.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 946<br> -SubTopic 830<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 12<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480167/946-830-55-12<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(19))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.6-05(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-2<br><br>Reference 5: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(4)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(6))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(7))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 8: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 235<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480678/235-10-S99-1<br><br>Reference 9: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 323<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481687/323-10-50-3<br><br>Reference 10: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 825<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482907/825-10-50-28<br><br>Reference 11: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 12: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(31))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 13: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 14: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 310<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SAB Topic 4.E)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480418/310-10-S99-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockholdersEquity</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockholdersEquityAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockholdersEquityAbstract</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td>xbrli:stringItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TreasuryStockCommonValue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount allocated to previously issued common shares repurchased by the issuing entity and held in treasury.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 30<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481520/505-30-50-4<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 30<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481549/505-30-45-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.30)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TreasuryStockCommonValue</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
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<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesAPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesAPreferredStockMember</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
<td>na</td>
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<td><strong> Balance Type:</strong></td>
<td></td>
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<tr>
<td><strong> Period Type:</strong></td>
<td></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
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<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446096384">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>CONSOLIDATED BALANCE SHEETS (Parenthetical) - $ / shares<br></strong></div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="nump">$ 0.001<span></span>
</td>
<td class="nump">$ 0.001<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="nump">10,000,000<span></span>
</td>
<td class="nump">10,000,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PreferredStockSharesAvailableToBeDesignated', window );">Preferred stock, shares designated</a></td>
<td class="nump">9,441,000<span></span>
</td>
<td class="nump">9,441,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockParOrStatedValuePerShare', window );">Common stock, par value</a></td>
<td class="nump">$ 0.001<span></span>
</td>
<td class="nump">$ 0.001<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockSharesAuthorized', window );">Common stock, shares authorized</a></td>
<td class="nump">500,000,000<span></span>
</td>
<td class="nump">500,000,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockSharesIssued', window );">Common stock, shares issued</a></td>
<td class="nump">7,248,455<span></span>
</td>
<td class="nump">7,156,856<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockSharesOutstanding', window );">Common stock, shares outstanding</a></td>
<td class="nump">7,247,131<span></span>
</td>
<td class="nump">7,155,552<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TreasuryStockCommonShares', window );">Treasury stock, shares</a></td>
<td class="nump">1,324<span></span>
</td>
<td class="nump">1,324<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesAPreferredStockMember', window );">Convertible Series A Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TemporaryEquityParOrStatedValuePerShare', window );">Temporary equity, par value</a></td>
<td class="nump">$ 10<span></span>
</td>
<td class="nump">$ 10<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TemporaryEquitySharesAuthorized', window );">Temporary equity, shares authorized</a></td>
<td class="nump">500,000<span></span>
</td>
<td class="nump">500,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TemporaryEquitySharesIssued', window );">Temporary equity, shares issued</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TemporaryEquitySharesOutstanding', window );">Temporary equity, shares outstanding</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="nump">$ 6.30<span></span>
</td>
<td class="nump">$ 6.30<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember', window );">Convertible Series B Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="nump">15,000<span></span>
</td>
<td class="nump">15,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="nump">$ 7<span></span>
</td>
<td class="nump">$ 7<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember', window );">Convertible Series C Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="nump">5,000<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="nump">$ 5.50<span></span>
</td>
<td class="nump">$ 5.50<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember', window );">Convertible Series D Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="nump">4,000<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="nump">$ 3<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="nump">1,299<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="nump">1,299<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember', window );">Convertible Series E Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="nump">30,000<span></span>
</td>
<td class="nump">30,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="nump">$ 3<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="nump">4,000<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="nump">4,000<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember', window );">Convertible Series F Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="nump">5,000<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="nump">$ 6.20<span></span>
</td>
<td class="nump">$ 6.20<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="nump">5,000<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="nump">5,000<span></span>
</td>
<td class="nump">0<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_PreferredStockSharesAvailableToBeDesignated">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares of preferred stock which are available to be designated.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_PreferredStockSharesAvailableToBeDesignated</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockParOrStatedValuePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Face amount or stated value per share of common stock.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockParOrStatedValuePerShare</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockSharesAuthorized">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The maximum number of common shares permitted to be issued by an entity's charter and bylaws.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(16)(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockSharesAuthorized</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockSharesIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Total number of common shares of an entity that have been sold or granted to shareholders (includes common shares that were issued, repurchased and remain in the treasury). These shares represent capital invested by the firm's shareholders and owners, and may be all or only a portion of the number of shares authorized. Shares issued include shares outstanding and shares held in the treasury.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockSharesIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockSharesOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares of common stock outstanding. Common stock represent the ownership interest in a corporation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -SubTopic 10<br> -Topic 505<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.6-05(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-2<br><br>Reference 3: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(4)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(16)(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 5: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(7))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockSharesOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockParOrStatedValuePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Face amount or stated value per share of preferred stock nonredeemable or redeemable solely at the option of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockParOrStatedValuePerShare</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockRedemptionPricePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The price per share at which the preferred stock of an entity that has priority over common stock in the distribution of dividends and in the event of liquidation of the entity is redeemed or may be called at. The redemption features of this preferred stock are solely within the control of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-3<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-5<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 11<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-11<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockRedemptionPricePerShare</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockSharesAuthorized">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The maximum number of nonredeemable preferred shares (or preferred stock redeemable solely at the option of the issuer) permitted to be issued by an entity's charter and bylaws.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(16)(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockSharesAuthorized</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockSharesIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Total number of nonredeemable preferred shares (or preferred stock redeemable solely at the option of the issuer) issued to shareholders (includes related preferred shares that were issued, repurchased, and remain in the treasury). May be all or portion of the number of preferred shares authorized. Excludes preferred shares that are classified as debt.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockSharesIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockSharesOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Aggregate share number for all nonredeemable preferred stock (or preferred stock redeemable solely at the option of the issuer) held by stockholders. Does not include preferred shares that have been repurchased.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.6-05(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-2<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(4)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(16)(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 4: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(7))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockSharesOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TemporaryEquityParOrStatedValuePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Per share amount of par value or stated value of stock classified as temporary equity. Temporary equity is a security with redemption features that are outside the control of the issuer, is not classified as an asset or liability in conformity with GAAP, and is not mandatorily redeemable.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 480<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480244/480-10-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (27)<br> -SubTopic 10<br> -Topic 210<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TemporaryEquityParOrStatedValuePerShare</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TemporaryEquitySharesAuthorized">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The maximum number of securities classified as temporary equity that are permitted to be issued by an entity's charter and bylaws. Temporary equity is a security with redemption features that are outside the control of the issuer, is not classified as an asset or liability in conformity with GAAP, and is not mandatorily redeemable. Includes any type of security that is redeemable at a fixed or determinable price or on a fixed or determinable date or dates, is redeemable at the option of the holder, or has conditions for redemption which are not solely within the control of the issuer. If convertible, the issuer does not control the actions or events necessary to issue the maximum number of shares that could be required to be delivered under the conversion option if the holder exercises the option to convert the stock to another class of equity. If the security is a warrant or a rights issue, the warrant or rights issue is considered to be temporary equity if the issuer cannot demonstrate that it would be able to deliver upon the exercise of the option by the holder in all cases. Includes stock with put option held by ESOP and stock redeemable by holder only in the event of a change in control of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(27)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TemporaryEquitySharesAuthorized</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TemporaryEquitySharesIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of securities classified as temporary equity that have been sold (or granted) to the entity's shareholders. Securities issued include securities outstanding and securities held in treasury. Temporary equity is a security with redemption features that are outside the control of the issuer, is not classified as an asset or liability in conformity with GAAP, and is not mandatorily redeemable. Includes any type of security that is redeemable at a fixed or determinable price or on a fixed or determinable date or dates, is redeemable at the option of the holder, or has conditions for redemption which are not solely within the control of the issuer. If convertible, the issuer does not control the actions or events necessary to issue the maximum number of shares that could be required to be delivered under the conversion option if the holder exercises the option to convert the stock to another class of equity. If the security is a warrant or a rights issue, the warrant or rights issue is considered to be temporary equity if the issuer cannot demonstrate that it would be able to deliver upon the exercise of the option by the holder in all cases. Includes stock with put option held by ESOP and stock redeemable by holder only in the event of a change in control of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(27)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TemporaryEquitySharesIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TemporaryEquitySharesOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of securities classified as temporary equity that have been issued and are held by the entity's shareholders. Securities outstanding equals securities issued minus securities held in treasury. Temporary equity is a security with redemption features that are outside the control of the issuer, is not classified as an asset or liability in conformity with GAAP, and is not mandatorily redeemable. Includes any type of security that is redeemable at a fixed or determinable price or on a fixed or determinable date or dates, is redeemable at the option of the holder, or has conditions for redemption which are not solely within the control of the issuer. If convertible, the issuer does not control the actions or events necessary to issue the maximum number of shares that could be required to be delivered under the conversion option if the holder exercises the option to convert the stock to another class of equity. If the security is a warrant or a rights issue, the warrant or rights issue is considered to be temporary equity if the issuer cannot demonstrate that it would be able to deliver upon the exercise of the option by the holder in all cases. Includes stock with put option held by ESOP and stock redeemable by holder only in the event of a change in control of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(27)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TemporaryEquitySharesOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of previously issued common shares repurchased by the issuing entity and held in treasury.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 30<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481549/505-30-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TreasuryStockCommonShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesAPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesAPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember</td>
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<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember</td>
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<DOCUMENT>
<TYPE>XML
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<DESCRIPTION>IDEA: XBRL DOCUMENT
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<head>
<title></title>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444758512">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>CONSOLIDATED STATEMENTS OF OPERATIONS (Unaudited) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">3 Months Ended</th>
<th class="th" colspan="2">9 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenuesAbstract', window );"><strong>REVENUES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_Revenues', window );">&#160;Total Revenues</a></td>
<td class="nump">$ 1,530,923<span></span>
</td>
<td class="nump">$ 4,022,238<span></span>
</td>
<td class="nump">$ 5,945,270<span></span>
</td>
<td class="nump">$ 9,078,696<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CostOfGoodsAndServicesSoldAbstract', window );"><strong>&#160;COST OF REVENUES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">&#160;Total Cost of Revenues</a></td>
<td class="nump">1,304,335<span></span>
</td>
<td class="nump">2,922,686<span></span>
</td>
<td class="nump">4,940,173<span></span>
</td>
<td class="nump">6,474,464<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_GrossProfit', window );">&#160;GROSS MARGIN</a></td>
<td class="nump">226,588<span></span>
</td>
<td class="nump">1,099,552<span></span>
</td>
<td class="nump">1,005,097<span></span>
</td>
<td class="nump">2,604,232<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingExpensesAbstract', window );"><strong>&#160;OPERATING EXPENSES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SellingAndMarketingExpense', window );">&#160;Sales and marketing</a></td>
<td class="nump">353,386<span></span>
</td>
<td class="nump">297,057<span></span>
</td>
<td class="nump">962,040<span></span>
</td>
<td class="nump">956,937<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ResearchAndDevelopmentExpense', window );">&#160;Research and development</a></td>
<td class="nump">450,006<span></span>
</td>
<td class="nump">329,424<span></span>
</td>
<td class="nump">1,392,692<span></span>
</td>
<td class="nump">1,296,480<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_GeneralAndAdministrativeExpense', window );">&#160;General and administration</a></td>
<td class="nump">2,394,173<span></span>
</td>
<td class="nump">2,342,089<span></span>
</td>
<td class="nump">6,916,390<span></span>
</td>
<td class="nump">6,255,926<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingCostsAndExpenses', window );">&#160;Total Operating Expenses</a></td>
<td class="nump">3,197,565<span></span>
</td>
<td class="nump">2,968,570<span></span>
</td>
<td class="nump">9,271,122<span></span>
</td>
<td class="nump">8,509,343<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingIncomeLoss', window );">&#160;LOSS FROM OPERATIONS</a></td>
<td class="num">(2,970,977)<span></span>
</td>
<td class="num">(1,869,018)<span></span>
</td>
<td class="num">(8,266,025)<span></span>
</td>
<td class="num">(5,905,111)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherIncomeAndExpensesAbstract', window );"><strong>&#160;OTHER INCOME (EXPENSES):</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_InterestExpense', window );">&#160;&#160;&#160;&#160;Interest expense</a></td>
<td class="num">(1,406)<span></span>
</td>
<td class="num">(2,057)<span></span>
</td>
<td class="num">(5,816)<span></span>
</td>
<td class="num">(7,943)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherNonoperatingIncomeExpense', window );">&#160;&#160;&#160;&#160;Other income, net</a></td>
<td class="nump">24,647<span></span>
</td>
<td class="num">(53,993)<span></span>
</td>
<td class="nump">191,022<span></span>
</td>
<td class="nump">698<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NonoperatingIncomeExpense', window );">&#160;Total Other Income (Expenses)</a></td>
<td class="nump">23,241<span></span>
</td>
<td class="num">(56,050)<span></span>
</td>
<td class="nump">185,206<span></span>
</td>
<td class="num">(7,245)<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLoss', window );">&#160;NET LOSS</a></td>
<td class="num">(2,947,736)<span></span>
</td>
<td class="num">(1,925,068)<span></span>
</td>
<td class="num">(8,080,819)<span></span>
</td>
<td class="num">(5,912,356)<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_ProductOrServiceAxis=us-gaap_ProductMember', window );">Product [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenuesAbstract', window );"><strong>REVENUES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_Revenues', window );">&#160;Total Revenues</a></td>
<td class="nump">705,849<span></span>
</td>
<td class="nump">2,709,899<span></span>
</td>
<td class="nump">3,404,107<span></span>
</td>
<td class="nump">6,273,213<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CostOfGoodsAndServicesSoldAbstract', window );"><strong>&#160;COST OF REVENUES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">&#160;Total Cost of Revenues</a></td>
<td class="nump">883,836<span></span>
</td>
<td class="nump">2,176,761<span></span>
</td>
<td class="nump">3,723,151<span></span>
</td>
<td class="nump">5,016,551<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_ProductOrServiceAxis=us-gaap_ServiceOtherMember', window );">Service, Other [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenuesAbstract', window );"><strong>REVENUES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_Revenues', window );">&#160;Total Revenues</a></td>
<td class="nump">825,074<span></span>
</td>
<td class="nump">1,312,339<span></span>
</td>
<td class="nump">2,541,163<span></span>
</td>
<td class="nump">2,805,483<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CostOfGoodsAndServicesSoldAbstract', window );"><strong>&#160;COST OF REVENUES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">&#160;Total Cost of Revenues</a></td>
<td class="nump">$ 420,499<span></span>
</td>
<td class="nump">$ 745,925<span></span>
</td>
<td class="nump">$ 1,217,022<span></span>
</td>
<td class="nump">$ 1,457,913<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CostOfGoodsAndServicesSoldAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CostOfGoodsAndServicesSoldAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CostOfRevenue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The aggregate cost of goods produced and sold and services rendered during the reporting period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 235<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480678/235-10-S99-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 323<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481687/323-10-50-3<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 825<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482907/825-10-50-28<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(i))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 5: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(ii))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iii)(A))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iv))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(5))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1A<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(i))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(A))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(B))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iv))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(5))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480097/470-10-S99-1B<br><br>Reference 14: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.2)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CostOfRevenue</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_GeneralAndAdministrativeExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The aggregate total of expenses of managing and administering the affairs of an entity, including affiliates of the reporting entity, which are not directly or indirectly associated with the manufacture, sale or creation of a product or product line.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-07(2)(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.4)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_GeneralAndAdministrativeExpense</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_GrossProfit">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Aggregate revenue less cost of goods and services sold or operating expenses directly attributable to the revenue generation activity.</p></div>
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-Paragraph 31<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-31<br><br>Reference 18: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-32<br><br>Reference 19: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.1,2)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_GrossProfit</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_InterestExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of the cost of borrowed funds accounted for as interest expense.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 946<br> -SubTopic 830<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480167/946-830-55-10<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 3<br> -Subparagraph (i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483581/946-220-45-3<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-07(3))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 22<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-22<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 835<br> -SubTopic 30<br> -Section 45<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482925/835-30-45-3<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 942<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-04.9)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483589/942-220-S99-1<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (210.5-03(11))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 835<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483013/835-20-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_InterestExpense</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_NetIncomeLoss">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The portion of profit or loss for the period, net of income taxes, which is attributable to the parent.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_NetIncomeLoss</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_NonoperatingIncomeExpense">
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The aggregate amount of income or expense from ancillary business-related activities (that is to say, excluding major activities considered part of the normal operations of the business).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.7)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Generally recurring costs associated with normal operations except for the portion of these expenses which can be clearly related to production and included in cost of sales or services. Excludes Selling, General and Administrative Expense.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<td><strong> Balance Type:</strong></td>
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<td><strong> Period Type:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<td>us-gaap_</td>
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<td>xbrli:stringItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The net result for the period of deducting operating expenses from operating revenues.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 22<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-22<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 30<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-30<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (f)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-32<br><br>Reference 4: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 31<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-31<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-32<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingIncomeLoss</td>
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<td>xbrli:monetaryItemType</td>
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<tr>
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<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OtherIncomeAndExpensesAbstract</td>
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<td>us-gaap_</td>
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<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OtherNonoperatingIncomeExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of income (expense) related to nonoperating activities, classified as other.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.9)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ResearchAndDevelopmentExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The aggregate costs incurred (1) in a planned search or critical investigation aimed at discovery of new knowledge with the hope that such knowledge will be useful in developing a new product or service, a new process or technique, or in bringing about a significant improvement to an existing product or process; or (2) to translate research findings or other knowledge into a plan or design for a new product or process or for a significant improvement to an existing product or process whether intended for sale or the entity's use, during the reporting period charged to research and development projects, including the costs of developing computer software up to the point in time of achieving technological feasibility, and costs allocated in accounting for a business combination to in-process projects deemed to have no alternative future use.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 730<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482916/730-10-50-1<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 912<br> -SubTopic 730<br> -Name Accounting Standards Codification<br> -Section 25<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482517/912-730-25-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 985<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481283/985-20-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ResearchAndDevelopmentExpense</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
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</tr>
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<td><strong> Balance Type:</strong></td>
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<td><strong> Period Type:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of revenue recognized from goods sold, services rendered, insurance premiums, or other activities that constitute an earning process. Includes, but is not limited to, investment and interest income before deduction of interest expense when recognized as a component of revenue, and sales and trading gain (loss).</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_Revenues</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_RevenuesAbstract</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The aggregate total amount of expenses directly related to the marketing or selling of products or services.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SellingAndMarketingExpense</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_ProductOrServiceAxis=us-gaap_ProductMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_ProductOrServiceAxis=us-gaap_ProductMember</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
<td>na</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_ProductOrServiceAxis=us-gaap_ServiceOtherMember</td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446032784">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>CONSOLIDATED STATEMENTS OF OPERATIONS (Unaudited) (Parenthetical) - $ / shares<br></strong></div></th>
<th class="th" colspan="2">3 Months Ended</th>
<th class="th" colspan="2">9 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncomeStatementAbstract', window );"><strong>Income Statement [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EarningsPerShareBasic', window );">Net loss per share, Basic</a></td>
<td class="num">$ (0.41)<span></span>
</td>
<td class="num">$ (0.30)<span></span>
</td>
<td class="num">$ (1.12)<span></span>
</td>
<td class="num">$ (1.01)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EarningsPerShareDiluted', window );">Net loss per share, Diluted</a></td>
<td class="num">$ (0.41)<span></span>
</td>
<td class="num">$ (0.30)<span></span>
</td>
<td class="num">$ (1.12)<span></span>
</td>
<td class="num">$ (1.01)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic', window );">Weighted average shares, Basic</a></td>
<td class="nump">7,240,632<span></span>
</td>
<td class="nump">6,450,180<span></span>
</td>
<td class="nump">7,189,256<span></span>
</td>
<td class="nump">5,859,375<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding', window );">Weighted average shares, Diluted</a></td>
<td class="nump">7,240,632<span></span>
</td>
<td class="nump">6,450,180<span></span>
</td>
<td class="nump">7,189,256<span></span>
</td>
<td class="nump">5,859,375<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_EarningsPerShareBasic">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The amount of net income (loss) for the period per each share of common stock or unit outstanding during the reporting period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-3<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 15<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482635/260-10-55-15<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 815<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 1<br> -Subparagraph (e)(4)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480175/815-40-65-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 815<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 1<br> -Subparagraph (f)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480175/815-40-65-1<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-11<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-11<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 7<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-7<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-2<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 60B<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-60B<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-4<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482662/260-10-50-1<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-10<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03(25))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 942<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-04(27))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483589/942-220-S99-1<br><br>Reference 15: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-04(23))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483586/944-220-S99-1<br><br>Reference 16: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 52<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482635/260-10-55-52<br><br>Reference 17: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 7<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-7<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_EarningsPerShareBasic</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_EarningsPerShareDiluted">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The amount of net income (loss) for the period available to each share of common stock or common unit outstanding during the reporting period and to each share or unit that would have been outstanding assuming the issuance of common shares or units for all dilutive potential common shares or units outstanding during the reporting period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-3<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 15<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482635/260-10-55-15<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 815<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 1<br> -Subparagraph (e)(4)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480175/815-40-65-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 815<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 1<br> -Subparagraph (f)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480175/815-40-65-1<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-11<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-11<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 7<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-7<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-2<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 60B<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-60B<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-4<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482662/260-10-50-1<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03(25))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-2<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 942<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-04(27))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483589/942-220-S99-1<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-04(23))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483586/944-220-S99-1<br><br>Reference 15: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 52<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482635/260-10-55-52<br><br>Reference 16: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 7<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-7<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_EarningsPerShareDiluted</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncomeStatementAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncomeStatementAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The average number of shares or units issued and outstanding that are used in calculating diluted EPS or earnings per unit (EPU), determined based on the timing of issuance of shares or units in the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482662/260-10-50-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 16<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-16<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of [basic] shares or units, after adjustment for contingently issuable shares or units and other shares or units not deemed outstanding, determined by relating the portion of time within a reporting period that common shares or units have been outstanding to the total time in that period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482662/260-10-50-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-10<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_WeightedAverageNumberOfSharesOutstandingBasic</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200440370800">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>STATEMENTS OF CHANGES IN STOCKHOLDERS' EQUITY (Unaudited) - USD ($)<br></strong></div></th>
<th class="th"><div>Preferred Stock B [Member]</div></th>
<th class="th"><div>Preferred Stock C [Member]</div></th>
<th class="th"><div>Preferred Stock D [Member]</div></th>
<th class="th"><div>Preferred Stock E [Member]</div></th>
<th class="th"><div>Preferred Stock F [Member]</div></th>
<th class="th"><div>Common Stock [Member]</div></th>
<th class="th"><div>Additional Paid-in Capital [Member]</div></th>
<th class="th"><div>Retained Earnings [Member]</div></th>
<th class="th"><div>Treasury Stock, Common [Member]</div></th>
<th class="th"><div>Total</div></th>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Beginning balance, value at Dec. 31, 2021</a></td>
<td class="nump">$ 1<span></span>
</td>
<td class="nump">$ 2<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 4,111<span></span>
</td>
<td class="nump">$ 46,431,874<span></span>
</td>
<td class="num">$ (45,497,051)<span></span>
</td>
<td class="num">$ (157,452)<span></span>
</td>
<td class="nump">$ 781,485<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Beginning balance, shares at Dec. 31, 2021</a></td>
<td class="nump">851<span></span>
</td>
<td class="nump">2,500<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">4,111,047<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation', window );">Stock options compensation</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">250,577<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">250,577<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueOther', window );">Common stock issued for cash</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 1,524<span></span>
</td>
<td class="nump">6,093,476<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">6,095,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesOther', window );">Common stock issued for cash, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,523,750<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesCPreferredStockConvertedToCommonStock', window );">Series C preferred stock converted to common stock</a></td>
<td class="text"> <span></span>
</td>
<td class="num">$ (2)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 455<span></span>
</td>
<td class="num">(453)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesCPreferredStockConvertedToCommonStockShares', window );">Series C preferred stock converted to common stock, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(2,500)<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">454,546<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PaymentsOfStockIssuanceCost', window );">Stock issuance cost</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(576,650)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(576,650)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 7<span></span>
</td>
<td class="nump">39,993<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">40,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">7,198<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic', window );">Net loss</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,644,616)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,644,616)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Mar. 31, 2022</a></td>
<td class="nump">$ 1<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 6,097<span></span>
</td>
<td class="nump">52,238,817<span></span>
</td>
<td class="num">(48,141,667)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">3,945,796<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, shares at Mar. 31, 2022</a></td>
<td class="nump">851<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">6,096,541<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation', window );">Stock options compensation</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">188,232<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">188,232<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 10<span></span>
</td>
<td class="nump">39,990<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">40,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">10,668<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic', window );">Net loss</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(1,342,672)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(1,342,672)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Jun. 30, 2022</a></td>
<td class="nump">$ 1<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 6,107<span></span>
</td>
<td class="nump">52,467,039<span></span>
</td>
<td class="num">(49,484,339)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">2,831,356<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, shares at Jun. 30, 2022</a></td>
<td class="nump">851<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">6,107,209<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation', window );">Stock options compensation</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">153,367<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">153,367<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueOther', window );">Common stock issued for cash</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 818<span></span>
</td>
<td class="nump">2,454,185<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">2,455,003<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesOther', window );">Common stock issued for cash, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">818,335<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesBPreferredStockConvertedToCommonStock', window );">Series B preferred stock converted to common stock</a></td>
<td class="num">$ (1)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 122<span></span>
</td>
<td class="num">(121)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesBPreferredStockConvertedToCommonStockShares', window );">Series B preferred stock converted to common stock, shares</a></td>
<td class="num">(851)<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">121,572<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesDPreferredStockIssuedForCash', window );">Series D preferred stock issued for cash</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 1<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">998,999<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">999,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesDPreferredStockIssuedForCashShares', window );">Series D preferred stock issued for cash, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">999<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PaymentsOfStockIssuanceCost', window );">Stock issuance cost</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(260,816)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(260,816)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 10<span></span>
</td>
<td class="nump">39,990<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">40,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">9,758<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic', window );">Net loss</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(1,925,068)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(1,925,068)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Sep. 30, 2022</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 1<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 7,057<span></span>
</td>
<td class="nump">55,852,643<span></span>
</td>
<td class="num">(51,409,407)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">4,292,842<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, shares at Sep. 30, 2022</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">999<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">7,056,874<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Beginning balance, value at Dec. 31, 2022</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 1<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 7,156<span></span>
</td>
<td class="nump">56,562,600<span></span>
</td>
<td class="num">(52,361,834)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">4,050,471<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Beginning balance, shares at Dec. 31, 2022</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">7,156,876<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesEPreferredStockIssued', window );">Series E preferred stock issued</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 4<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">3,999,996<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">4,000,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesEPreferredStockIssuedShares', window );">Series E preferred stock issued, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation', window );">Stock options compensation</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">75,128<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">75,128<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PaymentsOfStockIssuanceCost', window );">Stock issuance cost</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(299,145)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(299,145)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 12<span></span>
</td>
<td class="nump">32,488<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">32,500<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">12,463<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic', window );">Net loss</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,143,683)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,143,683)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Mar. 31, 2023</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 1<span></span>
</td>
<td class="nump">$ 4<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 7,168<span></span>
</td>
<td class="nump">60,371,067<span></span>
</td>
<td class="num">(54,505,517)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">5,715,271<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, shares at Mar. 31, 2023</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">7,169,339<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation', window );">Stock options compensation</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">161,399<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">161,399<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PaymentsOfStockIssuanceCost', window );">Stock issuance cost</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">281,500<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">281,500<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 6<span></span>
</td>
<td class="nump">32,494<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">32,500<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,645<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation', window );">Stock issued under the Employee Stock Purchase Plan for cash and compensation</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 66<span></span>
</td>
<td class="nump">183,199<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">183,265<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensationShares', window );">Stock issued under the Employee Stock Purchase Plan for cash and compensation, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">65,561<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic', window );">Net loss</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,989,400)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,989,400)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Jun. 30, 2023</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 1.00<span></span>
</td>
<td class="nump">$ 4.00<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 7,240<span></span>
</td>
<td class="nump">61,029,659<span></span>
</td>
<td class="num">(57,494,917)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">3,384,535<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, shares at Jun. 30, 2023</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">7,240,545<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesFPreferredStockIssued', window );">Series F preferred stock issued</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 5<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">4,999,995<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">5,000,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesFPreferredStockIssuedShares', window );">Series F preferred stock issued, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation', window );">Stock options compensation</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">164,118<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">164,118<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 8<span></span>
</td>
<td class="nump">40,557<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">40,565<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">7,910<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensationGross', window );">Stock compensation under ESPP</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">32,728<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">32,728<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic', window );">Net loss</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,947,736)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,947,736)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Sep. 30, 2023</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 1<span></span>
</td>
<td class="nump">$ 4<span></span>
</td>
<td class="nump">$ 5<span></span>
</td>
<td class="nump">$ 7,248<span></span>
</td>
<td class="nump">$ 66,267,057<span></span>
</td>
<td class="num">$ (60,442,653)<span></span>
</td>
<td class="num">$ (157,452)<span></span>
</td>
<td class="nump">$ 5,674,210<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, shares at Sep. 30, 2023</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="nump">7,248,455<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_PaymentsOfStockIssuanceCost">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_PaymentsOfStockIssuanceCost</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesBPreferredStockConvertedToCommonStock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesBPreferredStockConvertedToCommonStock</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesBPreferredStockConvertedToCommonStockShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesBPreferredStockConvertedToCommonStockShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesCPreferredStockConvertedToCommonStock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesCPreferredStockConvertedToCommonStock</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesCPreferredStockConvertedToCommonStockShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesCPreferredStockConvertedToCommonStockShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesDPreferredStockIssuedForCash">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesDPreferredStockIssuedForCash</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesDPreferredStockIssuedForCashShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesDPreferredStockIssuedForCashShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesEPreferredStockIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesEPreferredStockIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesEPreferredStockIssuedShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesEPreferredStockIssuedShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesFPreferredStockIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesFPreferredStockIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesFPreferredStockIssuedShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesFPreferredStockIssuedShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensation</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensationShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_StockIssuedUnderEmployeeStockPurchasePlanForCashAndCompensationShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount, after deduction of tax, noncontrolling interests, dividends on preferred stock and participating securities; of income (loss) available to common shareholders.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-3<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-11<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-11<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 250<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483443/250-10-50-4<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 5<br> -Subparagraph (SAB Topic 6.B)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483621/220-10-S99-5<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 22<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-22<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482662/260-10-50-1<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 30<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-30<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (f)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-32<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-10<br><br>Reference 11: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 31<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-31<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-32<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 11<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-11<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 260<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 60B<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482689/260-10-45-60B<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharesOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares issued which are neither cancelled nor held in the treasury.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharesOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares issued in lieu of cash for services contributed to the entity. Number of shares includes, but is not limited to, shares issued for services contributed by vendors and founders.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodSharesIssuedForServices</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodSharesOther">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares of stock issued attributable to transactions classified as other.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodSharesOther</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Value of stock issued in lieu of cash for services contributed to the entity. Value of the stock issued includes, but is not limited to, services contributed by vendors and founders.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodValueIssuedForServices</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodValueOther">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Value of shares of stock issued attributable to transactions classified as other.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodValueOther</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Value, after forfeiture, of shares issued under share-based payment arrangement. Excludes employee stock ownership plan (ESOP).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480008/505-10-S99-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (d)(1)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodValueShareBasedCompensation</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodValueShareBasedCompensationGross">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Value, before forfeiture, of shares issued under share-based payment arrangement. Excludes employee stock ownership plan (ESOP).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodValueShareBasedCompensationGross</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockholdersEquity">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of equity (deficit) attributable to parent. Excludes temporary equity and equity attributable to noncontrolling interest.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 946<br> -SubTopic 830<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 12<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480167/946-830-55-12<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(19))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.6-05(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-2<br><br>Reference 5: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(4)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(6))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(7))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 8: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 235<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480678/235-10-S99-1<br><br>Reference 9: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 323<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481687/323-10-50-3<br><br>Reference 10: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 825<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482907/825-10-50-28<br><br>Reference 11: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 12: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(31))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 13: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 14: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 310<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SAB Topic 4.E)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480418/310-10-S99-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockholdersEquity</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
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<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444600368">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>CONSOLIDATED STATEMENTS OF CASH FLOWS (Unaudited) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">9 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingCashFlowsDirectMethodAbstract', window );"><strong>Cash from operating activities:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetIncomeLoss', window );">Net loss</a></td>
<td class="num">$ (8,080,819)<span></span>
</td>
<td class="num">$ (5,912,356)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract', window );"><strong>Adjustments to reconcile net loss to net cash used in operating activities:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DepreciationAndAmortization', window );">Depreciation and amortization</a></td>
<td class="nump">393,057<span></span>
</td>
<td class="nump">225,825<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensation', window );">Stock based compensation</a></td>
<td class="nump">499,590<span></span>
</td>
<td class="nump">592,177<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_StockIssuedForServices', window );">Stock issued for services</a></td>
<td class="nump">105,565<span></span>
</td>
<td class="nump">120,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense', window );">Amortization of operating lease right of use asset</a></td>
<td class="nump">235,217<span></span>
</td>
<td class="nump">198,790<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract', window );"><strong>Changes in assets and liabilities:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInAccountsReceivable', window );">&#160;&#160;&#160;Accounts receivable</a></td>
<td class="nump">3,159,389<span></span>
</td>
<td class="num">(454,431)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInNotesReceivables', window );">&#160;&#160;&#160;Note receivable</a></td>
<td class="num">(151,875)<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInContractWithCustomerAsset', window );">&#160;&#160;&#160;Contract assets</a></td>
<td class="num">(921,009)<span></span>
</td>
<td class="num">(820,938)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInInventories', window );">&#160;&#160;&#160;Inventory</a></td>
<td class="num">(97,552)<span></span>
</td>
<td class="num">(395,787)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInSecurityDeposits', window );">&#160;&#160;&#160;Security deposit</a></td>
<td class="nump">50,000<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInPrepaidExpense', window );">&#160;&#160;&#160;Prepaid expenses and other current assets</a></td>
<td class="nump">543,793<span></span>
</td>
<td class="nump">15,539<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInAccountsPayableTrade', window );">&#160;&#160;&#160;Accounts payable</a></td>
<td class="num">(1,670,625)<span></span>
</td>
<td class="nump">605,129<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInAccruedLiabilities', window );">&#160;&#160;&#160;Accrued expenses</a></td>
<td class="num">(178,081)<span></span>
</td>
<td class="num">(136,180)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInOperatingLeaseLiability', window );">&#160;&#160;&#160;Operating lease obligation</a></td>
<td class="num">(154,653)<span></span>
</td>
<td class="nump">60,668<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInContractWithCustomerLiability', window );">&#160;&#160;&#160;Contract liabilities</a></td>
<td class="nump">630,931<span></span>
</td>
<td class="nump">2,051,109<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInOperatingActivities', window );">Net cash used in operating activities</a></td>
<td class="num">(5,637,072)<span></span>
</td>
<td class="num">(3,850,455)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract', window );"><strong>Cash flows from investing activities:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PaymentsToAcquireIntangibleAssets', window );">&#160;&#160;&#160;&#160;Purchase of patents/trademarks</a></td>
<td class="num">(58,208)<span></span>
</td>
<td class="num">(17,490)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PaymentsToDevelopSoftware', window );">&#160;&#160;&#160;&#160;Purchase of software development</a></td>
<td class="num">(640,609)<span></span>
</td>
<td class="num">(87,700)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment', window );">&#160;&#160;&#160;&#160;Purchase of fixed assets</a></td>
<td class="num">(199,618)<span></span>
</td>
<td class="num">(311,327)<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInInvestingActivities', window );">Net cash used in investing activities</a></td>
<td class="num">(898,435)<span></span>
</td>
<td class="num">(416,517)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract', window );"><strong>Cash flows from financing activities:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_RepaymentsOfInsuranceAndEquipmentFinancing', window );">&#160;&#160;&#160;Repayments of insurance and equipment financing</a></td>
<td class="num">(395,221)<span></span>
</td>
<td class="num">(303,492)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_RepaymentOfFinanceLease', window );">&#160;&#160;&#160;Repayment of finance lease</a></td>
<td class="num">(22,851)<span></span>
</td>
<td class="num">(69,325)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfCommonStock', window );">&#160;&#160;&#160;Proceeds from common stock issued</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">8,550,002<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_IssuanceCosts', window );">&#160;&#160;&#160;Stock issuance cost</a></td>
<td class="num">(17,645)<span></span>
</td>
<td class="num">(837,467)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromRepaymentOfLoansByEmployeeStockOwnershipPlans', window );">&#160;&#160;&#160;Proceeds from shares issued under Employee Stock Purchase Plan</a></td>
<td class="nump">117,048<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfPreferredStockAndPreferenceStock', window );">&#160;&#160;&#160;Proceeds from preferred stock issued</a></td>
<td class="nump">9,000,000<span></span>
</td>
<td class="nump">999,000<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInFinancingActivities', window );">Net cash provided by financing activities</a></td>
<td class="nump">8,681,331<span></span>
</td>
<td class="nump">8,338,718<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect', window );">Net increase in cash</a></td>
<td class="nump">2,145,824<span></span>
</td>
<td class="nump">4,071,746<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents', window );">Cash, beginning of period</a></td>
<td class="nump">1,121,092<span></span>
</td>
<td class="nump">893,720<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents', window );">Cash, end of period</a></td>
<td class="nump">3,266,916<span></span>
</td>
<td class="nump">4,965,466<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NoncashInvestingAndFinancingItemsAbstract', window );"><strong>Supplemental Disclosure of Cash Flow Information:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_InterestPaidNet', window );">Interest paid</a></td>
<td class="nump">5,816<span></span>
</td>
<td class="nump">8,045<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncomeTaxesPaidNet', window );">Taxes paid</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">1,264<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract', window );"><strong>Supplemental Non-Cash Investing and Financing Activities:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NotesIssued1', window );">Notes issued for financing of insurance premiums</a></td>
<td class="nump">$ 458,452<span></span>
</td>
<td class="nump">$ 353,244<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_IssuanceCosts">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_IssuanceCosts</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_RepaymentOfFinanceLease">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_RepaymentOfFinanceLease</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_RepaymentsOfInsuranceAndEquipmentFinancing">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_RepaymentsOfInsuranceAndEquipmentFinancing</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_StockIssuedForServices">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_StockIssuedForServices</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cash and cash equivalents, and cash and cash equivalents restricted to withdrawal or usage. Excludes amount for disposal group and discontinued operations. Cash includes, but is not limited to, currency on hand, demand deposits with banks or financial institutions, and other accounts with general characteristics of demand deposits. Cash equivalents include, but are not limited to, short-term, highly liquid investments that are both readily convertible to known amounts of cash and so near their maturity that they present insignificant risk of changes in value because of changes in interest rates.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 8<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-8<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 24<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-24<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-4<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of increase (decrease) in cash and cash equivalents, and cash and cash equivalents restricted to withdrawal or usage; excluding effect from exchange rate change. Cash includes, but is not limited to, currency on hand, demand deposits with banks or financial institutions, and other accounts with general characteristics of demand deposits. Cash equivalents include, but are not limited to, short-term, highly liquid investments that are both readily convertible to known amounts of cash and so near their maturity that they present insignificant risk of changes in value because of changes in interest rates.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 24<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-24<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -SubTopic 230<br> -Topic 830<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481877/830-230-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_DepreciationAndAmortization">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The current period expense charged against earnings on long-lived, physical assets not used in production, and which are not intended for resale, to allocate or recognize the cost of such assets over their useful lives; or to record the reduction in book value of an intangible asset over the benefit period of such asset; or to reflect consumption during the period of an asset that is not used in production.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (b)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 360<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482099/360-10-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DepreciationAndAmortization</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncomeTaxesPaidNet">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The amount of cash paid during the current period to foreign, federal, state, and local authorities as taxes on income, net of any cash received during the current period as refunds for the overpayment of taxes.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncomeTaxesPaidNet</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInAccountsPayableTrade">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Change in recurring obligations of a business that arise from the acquisition of merchandise, materials, supplies and services used in the production and sale of goods and services.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInAccountsPayableTrade</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInAccountsReceivable">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in amount due within one year (or one business cycle) from customers for the credit sale of goods and services.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInAccountsReceivable</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInAccruedLiabilities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in the aggregate amount of expenses incurred but not yet paid.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInAccruedLiabilities</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInContractWithCustomerAsset">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of increase (decrease) in right to consideration in exchange for good or service transferred to customer when right is conditioned on something other than passage of time.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInContractWithCustomerAsset</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInContractWithCustomerLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of increase (decrease) in obligation to transfer good or service to customer for which consideration has been received or is receivable.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 912<br> -SubTopic 310<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 11<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482312/912-310-45-11<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInContractWithCustomerLiability</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInInventories">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in the aggregate value of all inventory held by the reporting entity, associated with underlying transactions that are classified as operating activities.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInInventories</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInNotesReceivables">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period of the amounts due from borrowers for outstanding secured or unsecured loans evidenced by a note.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInNotesReceivables</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInOperatingLeaseLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of increase (decrease) in obligation for operating lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (g)(1)<br> -SubTopic 20<br> -Topic 842<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-4<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInOperatingLeaseLiability</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInPrepaidExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in the amount of outstanding money paid in advance for goods or services that bring economic benefits for future periods.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInPrepaidExpense</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInSecurityDeposits">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in security deposits.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInSecurityDeposits</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_InterestPaidNet">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cash paid for interest, excluding capitalized interest, classified as operating activity. Includes, but is not limited to, payment to settle zero-coupon bond for accreted interest of debt discount and debt instrument with insignificant coupon interest rate in relation to effective interest rate of borrowing attributable to accreted interest of debt discount.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 17<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-17<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 25<br> -Subparagraph (e)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-25<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-2<br></p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cash inflow (outflow) from financing activities, including discontinued operations. Financing activity cash flows include obtaining resources from owners and providing them with a return on, and a return of, their investment; borrowing money and repaying amounts borrowed, or settling the obligation; and obtaining and paying for other resources obtained from creditors on long-term credit.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 24<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-24<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cash inflow (outflow) from investing activities, including discontinued operations. Investing activity cash flows include making and collecting loans and acquiring and disposing of debt or equity instruments and property, plant, and equipment and other productive assets.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 24<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-24<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Name:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<td>duration</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cash inflow (outflow) from operating activities, including discontinued operations. Operating activity cash flows include transactions, adjustments, and changes in value not defined as investing or financing activities.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The portion of profit or loss for the period, net of income taxes, which is attributable to the parent.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The fair value of notes issued in noncash investing and financing activities.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-4<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-3<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-5<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of periodic reduction over lease term of carrying amount of right-of-use asset from operating lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The cash outflow to acquire asset without physical form usually arising from contractual or other legal rights, excluding goodwill.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 13<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-13<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PaymentsToAcquireIntangibleAssets</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The cash outflow associated with the acquisition of long-lived, physical assets that are used in the normal conduct of business to produce goods and services and not intended for resale; includes cash outflows to pay for construction of self-constructed assets.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 13<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-13<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PaymentsToAcquirePropertyPlantAndEquipment</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The cash outflow associated with the development or modification of software programs or applications for internal use (that is, not to be sold, leased or otherwise marketed to others) that qualify for capitalization.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 13<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-13<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The cash inflow from the additional capital contribution to the entity.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-14<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ProceedsFromIssuanceOfCommonStock</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Proceeds from issuance of capital stock which provides for a specific dividend that is paid to the shareholders before any dividends to common stockholders and which takes precedence over common stockholders in the event of liquidation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-14<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The cash inflow from the financed defined contribution plan to acquire shares of the entity. The plan initially holds the shares in a suspense account, which is collateral for the loan. As the plan makes payment on the debt, the shares are released from the suspense account and become available to be allocated to participant accounts.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-14<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ProceedsFromRepaymentOfLoansByEmployeeStockOwnershipPlans</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of noncash expense for share-based payment arrangement.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200448611632">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AccountingPoliciesAbstract', window );"><strong>Accounting Policies [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OrganizationConsolidationBasisOfPresentationBusinessDescriptionAndAccountingPoliciesTextBlock', window );">NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES</a></td>
<td class="text"><p id="xdx_807_eus-gaap--OrganizationConsolidationBasisOfPresentationBusinessDescriptionAndAccountingPoliciesTextBlock_zfWiWEpn5zQh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 1 &#8211; <span id="xdx_82E_zQJ8egnzPtl">NATURE OF OPERATIONS AND SUMMARY
OF SIGNIFICANT ACCOUNTING POLICIES</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p id="xdx_84E_ecustom--NatureOfOperationsPolicyTextBlock_z7gBgYnuiaK4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zcAUect9zrHh">Nature of Operations</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Duos Technologies Group, Inc. (the &#8220;Company&#8221;),
through its operating subsidiaries, Duos Technologies, Inc. (&#8220;Duos&#8221;) and TrueVue360, Inc. (&#8220;TrueVue360&#8221;) (collectively
the &#8220;Company&#8221;), is a company that specializes in machine vision and artificial intelligence to analyze fast moving objects
such as trains, trucks, automobiles, and aircraft. This technology can help improve safety, maintenance, and operating metrics.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company is the inventor of the Railcar Inspection
Portal (RIP) and is currently the rail industry leader for machine vision/camera wayside detection systems that include the use of Artificial
Intelligence at speeds up to 125 mph. The RIP inspects a train at full speed from the top, sides, and bottom looking at FRA/AAR mandated
safety inspection points. The system also detects illegal riders that assists law enforcement agencies. Each rail car is scanned with
machine vision cameras and other sensors from the top, sides, and bottom and images are produced within seconds of passing that can be
used by the customer to help prevent derailments, improve maintenance operations, and assist with security. The Company self-performs
all aspects of hardware, software, IT, and Artificial Intelligence development and engineering and holds several patents and maintains
significant intellectual property. The Company also has a proprietary portfolio of over 40 Artificial Intelligence &#8220;Use Cases&#8221;
that automatically flag defects. The Company has deployed this system with several Class 1 and passenger customers and anticipates an
increased demand in the future from rail operators, car owners, shippers, and law enforcement agencies.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has also developed the Automated Logistics
Information System (ALIS) which automates gatehouse operations where trucks enter and exit large logistics and intermodal facilities.
This solution also incorporates sensors and data points as necessary for each operation and directly interconnects with backend logistics
databases and processes to streamline operations and significantly improve operations and security and, importantly, dramatically improves
throughput on each lane on which the technology is deployed. The Company expects to deploy an upgraded Truck Inspection Portal (TIP) which
uses the same technology and lessons learned from the ALIS and RIP systems.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s strategy is to expand our
existing customer base in the Class 1, short line, and passenger space in North America; expand our subscription offering to car
owners and shippers; and expand operations to meet the demand from international customers. The Company has prepared to respond and
scale if necessary to react to increased demand from potential regulations that may be imposed around wayside detection technology.
In the future the Company may put more emphasis on the trucking and intermodal sector with an updated Truck Inspection Portal
solution. The Company continues to focus on operational and technical excellence, customer satisfaction, and maintaining a highly
skilled and performance-based work force.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>















<p id="xdx_840_eus-gaap--BasisOfAccountingPolicyPolicyTextBlock_zn4d9h5SkxNe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_867_zmK5SR1efIGh">Basis of Presentation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The accompanying unaudited consolidated financial
statements have been prepared in accordance with U.S. generally accepted accounting principles (&#8220;GAAP&#8221;) for interim financial
information and with the instructions to Form 10-Q and Article 8 of Regulation S-X. Accordingly, they do not include all of the information
and footnotes required by U.S. GAAP for complete financial statements. In the opinion of management, all adjustments (all of which are
of a normal recurring nature) considered necessary for a fair presentation have been included. Operating results for the nine months ended
September 30, 2023 are not necessarily indicative of the results that may be expected for the year ending December 31, 2023 or for any
other future period. These unaudited consolidated financial statements and the unaudited condensed notes thereto should be read in conjunction
with the audited consolidated financial statements and notes thereto included in the Company&#8217;s Annual Report on Form 10-K for the
year ended December 31, 2022 filed with the Securities and Exchange Commission (the &#8220;SEC&#8221;) on March 31, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p id="xdx_841_eus-gaap--ConsolidationPolicyTextBlock_zKiCM4cJofQ4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86A_zuJAIL8tJkt">Principles of Consolidation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The unaudited consolidated financial statements include
Duos Technologies Group, Inc. and its wholly owned subsidiaries, Duos Technologies, Inc. and TrueVue360 Inc. All inter-company transactions
and balances are eliminated in consolidation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p id="xdx_840_eus-gaap--UseOfEstimates_zaJRRNWDKCH" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_865_ziOYgT7tSKcg">Use of Estimates</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The preparation of financial statements in conformity
with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that
affect the reported amounts of assets and liabilities and disclosures of contingent assets and liabilities at the date of the consolidated
financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results may differ from these
estimates. The most significant estimates in the accompanying unaudited consolidated financial statements include the allowance on accounts
receivable and notes receivable, valuation of common stock warrants received in exchange for an asset sale, valuation of deferred tax
assets, valuation of intangible and other long-lived assets, estimates of net contract revenues and the total estimated costs to determine
progress towards contract completion, valuation of inventory, estimates of the valuation of right of use assets and corresponding lease
liabilities, valuation of warrants issued with debt and valuation of stock-based awards. We base our estimates on historical experience
and on various other assumptions that we believe are reasonable under the circumstances, the results of which form the basis for making
judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ
from these estimates.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;&#160;</b></p>

<p id="xdx_840_eus-gaap--ConcentrationRiskCreditRisk_zumW3aQsDLG1" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_862_zDfTjttCT3L6">Concentrations</span> </span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Cash Concentrations</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cash is maintained at financial institutions and at
times, balances may exceed federally insured limits. We have not experienced any losses related to these balances. As of September 30,
2023, the balance in one financial institution exceeded federally insured limits by approximately $<span id="xdx_901_eus-gaap--CashUninsuredAmount_iI_pp0p0_c20230930_zXQoJu97Lt4i" title="Federally insured limits">2,768,466</span>. Any loss incurred or a lack
of access to such funds could have a significant adverse impact on the Company&#8217;s consolidated financial condition, results of operation
and cash flows.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Significant Customers and Concentration of Credit Risk</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">The Company had certain customers
whose revenue individually represented 10% or more of the Company&#8217;s total revenue, or whose accounts receivable balances individually
represented 10% or more of the Company&#8217;s total accounts receivable, as follows:</p>

<p style="font: 8pt Arial, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For the nine months ended September 30, 2023, two
customers accounted for <span id="xdx_908_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zoqWlS8KLYok" title="Concentration risk, percentage">55</span>% and <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zJNXH1ObSvm1" title="Concentration risk, percentage">29</span>% of revenues. For the nine months ended September 30, 2022, four customers accounted for <span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zTeDlTN354b5" title="Concentration risk, percentage">25</span>%, <span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zvXy3raVjGch" title="Concentration risk, percentage">21</span>%,
<span id="xdx_90E_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z9EmzvmERWa7" title="Concentration risk, percentage">19</span>% and <span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_ztGeizOOyFVf" title="Concentration risk, percentage">19</span>% of revenues. In all cases, there are no minimum contract values stated. Each contract covers an agreement to deliver a Railcar
Inspection Portal which, once accepted, must be paid in full, with <span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--CustomerMember__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zEjixALsQ903" title="Concentration risk, percentage">30</span>% or more being due and payable prior to delivery. The balances of
the contracts are for service and maintenance which is paid annually in advance with revenues recorded ratably over the contract period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>















<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023, three customers accounted for
<span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zXqENAxrsINj" title="Concentration risk, percentage">52</span>%, <span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z8k5AiFL232d" title="Concentration risk, percentage">25</span>%, and <span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zKvgrhMiYckk" title="Concentration risk, percentage">14</span>% of accounts receivable. At December 31, 2022, four customers accounted for <span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zkAAyz9YYZNj" title="Concentration risk, percentage">34</span>%, <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zfNMguW71ond" title="Concentration risk, percentage">31</span>%, <span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zuidqyx7tTJk" title="Concentration risk, percentage">19</span>% and <span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zZPtv1QzwVgl" title="Concentration risk, percentage">10</span>% of accounts receivable.
Much of the credit risk is mitigated since all the customers listed here are Class 1 railroads with a history of timely payments to us.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<b>&#160;</b></p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Geographic Concentration</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For the nine months ended September 30, 2023,
approximately <span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember__srt--StatementGeographicalAxis__country--US_zsqak756hjDc" title="Concentration risk, percentage">37</span>%
of revenue was generated from three customers outside of the United States. For the nine months ended September 30, 2022,
approximately <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zxRJuvEMiBwa" title="Concentration risk, percentage">54</span>%
of revenue was generated from four customers outside of the United States. These customers are Canadian and Mexican, and, for the
nine months ended September 30, 2023, two of the three are Class 1 railroads operating in the United States. <b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Significant Vendors and Concentration of Credit
Risk</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In some instances, the Company relies on a limited
pool of vendors for key components related to the manufacturing of its subsystems. These vendors are primarily focused on camera, server
and lighting technologies integral to the Company&#8217;s solution. Where possible, the Company seeks multiple vendors for key components
to mitigate vendor concentration risk.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p id="xdx_841_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zFj6oQwzREja" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_865_z7QQmKT39Jrh">Fair Value of Financial Instruments and Fair Value Measurements</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows Accounting Standards Codification
(&#8220;ASC&#8221;) 820, &#8220;Fair Value Measurements and Disclosures&#8221; (&#8220;ASC 820&#8221;), for assets and liabilities measured
at fair value on a recurring basis. ASC 820 establishes a common definition for fair value to be applied to existing generally accepted
accounting principles that requires the use of fair value measurements, establishes a framework for measuring fair value and expands disclosure
about such fair value measurements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">ASC&#160;820 defines fair value as the price that
would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement
date. Additionally, ASC&#160;820 requires the use of valuation techniques that maximize the use of observable inputs and minimize the
use of unobservable inputs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">These inputs are prioritized below:&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 10%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 1:</span></td>
    <td style="width: 90%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;</span></td></tr>
  <tr style="vertical-align: top">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 2:</span></td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;</span></td></tr>
  <tr style="vertical-align: top">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 3:</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Unobservable inputs for which there is little or no market data, which require the use of the reporting entity&#8217;s own assumptions that the market participants would use in the valuation of the asset or liability based on the best available information.</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company analyzes all financial instruments with
features of both liabilities and equity under the Financial Accounting Standard Board&#8217;s (&#8220;FASB&#8221;) accounting standard
for such instruments. Under this standard, financial assets and liabilities are classified in their entirety based on the lowest level
of input that is significant to the fair value measurement.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The estimated fair value of certain financial instruments,
including accounts receivable, prepaid expenses, accounts payable, accrued expenses and notes payable are carried at historical cost basis,
which approximates their fair values because of the short-term nature of these instruments.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p id="xdx_84B_eus-gaap--TradeAndOtherAccountsReceivablePolicy_zTjuH6WPrKih" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86F_zGQEPjALRj4j">Accounts Receivable</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On January 1, 2023, the Company adopted ASC 326, &#8220;Financial
Instruments - Credit Losses&#8221;. In accordance with ASC 326, an allowance is maintained for estimated forward-looking losses resulting
from the possible inability of customers to make required payments (current expected losses). The amount of the allowance is determined
principally on the basis of past collection experience and known financial factors regarding specific customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>










<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accounts receivable are stated at estimated net
realizable value. Accounts receivable are comprised of balances due from customers net of estimated allowances for uncollectible
accounts. In determining the collections on the account, historical trends are evaluated, and specific customer issues are reviewed
to arrive at appropriate allowances. The Company reviews its accounts to estimate losses resulting from the inability of its
customers to make required payments. Any required allowance is based on specific analysis of past due accounts and also considers
historical trends of write-offs. Past due status is based on how recently payments have been received from customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p id="xdx_845_eus-gaap--InventoryPolicyTextBlock_zH6to8RiPrB1" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86A_zJSMHWxPkCUc">Inventory</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Inventory consists primarily of spare parts and consumables
and long lead time components to be used in the production of our technology systems or in connection with maintenance agreements with
customers. Any inventory deemed to be obsolete is written off. Inventory is stated at the lower of cost or net realizable value. Inventory
cost is primarily determined using the weighted average cost method.</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbFAmpDBEqL7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_868_zfqsSEj0gbbh">Software Development Costs</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Software development costs incurred prior to establishing
technological feasibility are charged to operations and included in research and development costs. The technological feasibility of a
software product is established when the Company has completed all planning, designing, coding, and testing activities that are necessary
to establish that the product meets its design specifications, including functionality, features, and technical performance requirements.
Software development costs incurred after establishing technological&#160;feasibility for software sold as a perpetual license, as defined
within ASC 985-20 (Software &#8211; Costs of Software to be Sold, Leased, or Marketed), are capitalized and amortized on a product-by-product
basis when the product is available for general release to customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p id="xdx_846_eus-gaap--CompensationRelatedCostsPolicyTextBlock_zxwzcc5wwVrk" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86F_z1lk737CKU65">Stock-Based Compensation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company accounts for employee stock-based compensation
in accordance with ASC 718-10, &#8220;<i>Share-Based Payment</i>,&#8221; which requires the measurement and recognition of compensation
expense for all share-based payment awards made to employees and directors including employee stock options, restricted stock units, and
employee stock purchases based on estimated fair values.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates the fair value of stock options
granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis over the requisite
service periods of the awards, which is generally the vesting period. The Company&#8217;s determination of fair value using an option-pricing
model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates volatility based upon the historical
stock price of the Company and estimates the expected term for stock options using the simplified method for employees and directors and
the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities
with similar maturities.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p id="xdx_84F_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zmgc0g9QcTP9" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_868_zl3K7SitN3">Revenue Recognition</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows Accounting Standards Codification
606, Revenue from Contracts with Customers (&#8220;ASC 606&#8221;), that affects the timing of when certain types of revenues will be
recognized. The basic principles in ASC 606 include the following: a contract with a customer creates distinct contract assets and performance
obligations, satisfaction of a performance obligation creates revenue, and a performance obligation is satisfied upon transfer of control
to a good or service to a customer.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Revenue is recognized by evaluating our revenue contracts
with customers based on the five-step model under ASC 606:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">3.</span></td>
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>








<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">4.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Allocate the transaction price to separate performance obligations; and</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">5.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Recognize revenue when (or as) each performance obligation is satisfied.</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company generates revenue from four sources:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(1) Technology Systems</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(2) AI Technologies</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(3) Technical Support</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(4) Consulting Services</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Technology Systems</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For revenues related to technology systems, the Company
recognizes revenue over time using a cost-based input methodology in which significant judgment is required to estimate costs to complete
projects. These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue
to recognize.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accordingly, the Company bases its revenue recognition
on ASC 606-10-25-27, where control of a good or service transfers over time if the entity&#8217;s performance does not create an asset
with an alternative use to the entity and the entity has an enforceable right to payment for performance completed to date including a
profit margin or reasonable return on capital. Control is deemed to pass to the customer instantaneously as the goods are manufactured
and revenue is recognized accordingly.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In addition, the Company has adopted ASC 606-10-55-21
such that if the cost incurred is not proportionate to the progress in satisfying the performance obligation, we adjust the input method
to recognize revenue only to the extent of the cost incurred. Therefore, the Company will recognize revenue at an equal amount to the
cost of the goods to satisfy the performance obligation. To accurately reflect revenue recognition based on the input method, the Company
has adopted the implementation guidance as set out in ASC-606-10-55-187 through 192.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Under this method, contract revenues are recognized
over the performance period of the contract in direct proportion to the costs incurred. Costs include direct material, direct labor, subcontract
labor and other allocable indirect costs. All un-allocable indirect costs and corporate general and administrative costs are also charged
to the periods as incurred. Any recognized revenues that have not been billed to a customer are recorded as an asset in &#8220;contract
assets&#8221;. Any billings of customers more than recognized revenues are recorded as a liability in &#8220;contract liabilities&#8221;.
However, in the event a loss on a contract is foreseen, the Company will recognize the loss when such loss is determined to be both probable
and reasonably estimable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>











<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>AI Technologies</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has revenue from applications that incorporate
artificial intelligence (AI) in the form of predetermined algorithms which provide important operating information to the users of our
systems. The revenue generated from these applications of AI consists of a fixed fee related to the design, development, testing and incorporation
of new algorithms into the system, which is recognized as revenue at a point in time upon acceptance, as well as an annual application
maintenance fee, which is recognized as revenue ratably over the contracted maintenance term.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Technical Support</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Technical support services are provided on both an
as-needed and extended-term basis and may include providing both parts and labor. Maintenance and technical support provided outside of
a maintenance contract are on an &#8220;as-requested&#8221; basis, and revenue is recognized over time as the services are provided. Revenue
for maintenance and technical support provided on an extended-term basis is recognized over time ratably over the term of the contract.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Consulting Services </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s consulting services business generates
revenues under contracts with customers from four sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; (3) Customer service training and (4) Maintenance/support.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(1) Revenues for professional services, which are
of short-term duration, are recognized when services are completed;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(2) For all periods reflected in this report, software
license sales have been one-time sales of a perpetual license to use our software product and the customer also has the option to purchase
third-party manufactured handheld devices from us if they purchase our software license. Accordingly, the revenue is recognized upon delivery
of the software and delivery of the hardware, as applicable, to the customer;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(3) Training sales are one-time upfront short-term
training sessions and are recognized after the service has been performed; and</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(4) Maintenance/support is an optional product sold
to our software license customers under one-year contracts. Accordingly, maintenance payments received upfront are deferred and recognized
over the contract term.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p id="xdx_84B_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_z9Y0a47JG0He" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span id="xdx_86D_zlX9Ln8NiOk2">Multiple Performance Obligations and Allocation
of Transaction Price</span> </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Arrangements with customers may involve multiple performance
obligations including project revenue and maintenance services in our Technology Systems business. Maintenance will occur after the project
is completed and may be provided on an extended-term basis or on an as-needed basis. In our consulting services business, multiple performance
obligations may include any of the above four sources. Training and maintenance on software products may occur after the software product
sale while other services may occur before or after the software product sale and may not relate to the software product. Revenue recognition
for a multiple performance obligations arrangement is as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each performance obligation is accounted for separately
when each has value to the customer on a standalone basis and there is Company specific objective evidence of selling price of each deliverable.
For revenue arrangements with multiple deliverables, the Company allocates the total customer arrangement to the separate units of accounting
based on their relative selling prices as determined by the price of the items when sold separately. Once the selling price is allocated,
the revenue for each performance obligation is recognized using the applicable criteria under GAAP as discussed above for performance
obligations sold in single performance obligation arrangements. A delivered item or items that do not qualify as a separate unit of accounting
within the arrangement are combined with the other applicable undelivered items within the arrangement. The allocation of arrangement
consideration and the recognition of revenue is then determined for those combined deliverables as a single unit of accounting. The Company
sells its various services and software and hardware products at established prices on a standalone basis which provides Company specific
objective evidence of selling price for purposes of performance obligations relative selling price allocation. The Company only sells
maintenance services or spare parts based on its established rates after it has completed a system integration project for a customer.
The customer is not required to purchase maintenance services. All elements in multiple performance obligations arrangements with Company
customers qualify as separate units of account for revenue recognition purposes.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>









<p id="xdx_842_eus-gaap--LesseeLeasesPolicyTextBlock_zh2OIJufYm6j" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_864_zDSXERBAzIr6">Leases</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows ASC 842 &#8220;Leases&#8221;.
This guidance requires lessees to recognize right-of-use (&#8220;ROU&#8221;) assets and lease liabilities for most operating leases. In
addition, this guidance requires that lessors separate lease and non-lease components in a contract in accordance with the revenue guidance
in ASC 606.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company made an accounting policy election to
not recognize short-term leases with terms of twelve months or less on the balance sheet and instead recognize the lease payments in expense
as incurred. The Company has also elected to account for real estate leases that contain both lease and non-lease components as a single
lease component.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At the inception of a contract the Company assesses
whether the contract is, or contains, a lease. The Company&#8217;s assessment is based on: (1) whether the contract involves the use of
a distinct identified asset, (2) whether we obtain the right to substantially all the economic benefit from the use of the asset throughout
the period, and (3) whether we have the right to direct the use of the asset.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Operating ROU assets represent the right to use the
leased asset for the lease term and operating lease liabilities are recognized based on the present value of minimum lease payments over
the lease term at commencement date. As most leases do not provide an implicit rate, the Company uses an incremental borrowing rate based
on the information available at the lease commencement date to determine the present value of future payments. The lease term includes
all periods covered by renewal and termination options where the Company is reasonably certain to exercise the renewal options or not
to exercise the termination options. Operating lease expense is recognized on a straight-line basis over the lease term and is included
in general and administration expenses in the consolidated statements of operations.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p id="xdx_847_eus-gaap--EarningsPerSharePolicyTextBlock_zwYepSeqw5G" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_866_zZnwjXTQfpa4">Earnings (Loss) Per Share</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Basic earnings per share (EPS) are computed by
dividing the net loss applicable to common stock by the weighted average number of common shares outstanding. Diluted net loss per
common share is computed by dividing the net loss applicable to common stock by the weighted average number of common shares
outstanding for the period and, if dilutive, potential common shares outstanding during the period. Potential common shares consist
of the incremental common shares issuable upon the exercise or conversion of stock options, stock warrants, convertible debt
instruments, convertible preferred stock or other common stock equivalents. Potentially dilutive securities are excluded from the
computation if their effect is anti-dilutive. &#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023, there were (i) an aggregate
of <span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20230930_zW3i5jCZI0t2" title="Outstanding warrants">80,091</span> outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of <span id="xdx_900_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zX10fNvAI01" title="Number of incentive stock options">1,217,775</span> shares
of common stock, (iii) <span id="xdx_90A_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zsrlu3U7JRT5" title="Common shares issuable conversion">433,000</span> common shares issuable upon conversion of Series D Convertible Preferred Stock, (iv) <span id="xdx_90C_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zB21L6051O4j" title="Common shares issuable conversion">1,333,334</span> common shares
issuable upon conversion of Series E Convertible Preferred Stock, and (v) <span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zVACvRVoNTl6" title="Common shares issuable conversion">806,452</span> common shares issuable upon conversion of Series F Convertible
Preferred Stock, all of which were excluded from the computation of diluted net earnings per share because their inclusion would have
been anti-dilutive.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2022, there were (i) an aggregate
of <span id="xdx_905_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20220930_zpkmuG7bsnQh" title="Outstanding warrants">1,376,466</span> outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of <span id="xdx_903_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20220930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zyQcQqABDPSh" title="Number of incentive stock options">926,266</span>
shares of common stock and (iii) <span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20220101__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zLaBfWrW7aOh" title="Common shares issuable conversion">333,000</span> common shares issuable upon conversion of Series D Convertible Preferred Stock, all of which
were excluded from the computation of diluted net earnings per share because their inclusion would have been anti-dilutive.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>









<p id="xdx_84D_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zOKj6XnfpIVl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_863_z0KxIfHnPpWj">Recent Accounting Pronouncements</span></span></b></p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">From time to time, the FASB or other standards setting
bodies will issue new accounting pronouncements. Updates to the FASB ASC are communicated through issuance of an Accounting Standards
Update (&#8220;ASU&#8221;).</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In August 2020, the FASB issued an accounting pronouncement
(ASU 2020-06) related to the measurement and disclosure requirements for convertible instruments and contracts in an entity's own equity.
The pronouncement simplifies and adds disclosure requirements for the accounting and measurement of convertible instruments and the settlement
assessment for contracts in an entity's own equity. This pronouncement is effective for fiscal years, and for interim periods within those
fiscal years, beginning after December 15, 2023. The Company early adopted this pronouncement for our fiscal year beginning January 1,
2022, and it did not have a material effect on our audited consolidated financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In May 2021, the FASB issued an accounting pronouncement
(ASU 2021-04) related to modifications or exchanges of freestanding equity-classified written call options (such as warrants) that remain
equity classified after modification or exchange. The pronouncement states that an entity should treat the modification as an exchange
of the original instrument for a new instrument, and the effect of the modification should be calculated as the difference between the
fair value of the modified instrument and the fair value of that instrument immediately before modification. An entity should then recognize
the effect of the modification on the basis of the substance of the transaction, in the same manner as if cash had been paid as consideration.
This pronouncement is effective for fiscal years, and for interim periods within those fiscal years, beginning after December 15, 2021.
The pronouncement is applied prospectively to all modifications that occur after the initial date of adoption. We adopted this pronouncement
for our fiscal year beginning January 1, 2022, and it did not have a material effect on our audited consolidated financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Management does not believe that any other recently
issued, but not yet effective accounting pronouncements, if adopted, would have a material effect on the accompanying financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for the general note to the financial statements for the reporting entity which may include, descriptions of the basis of presentation, business description, significant accounting policies, consolidations, reclassifications, new pronouncements not yet adopted and changes in accounting principles.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 235<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//235/tableOfContent<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 275<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//275/tableOfContent<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 810<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//810/tableOfContent<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 250<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//250/tableOfContent<br></p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200438281328">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>LIQUIDITY<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract', window );"><strong>Organization, Consolidation and Presentation of Financial Statements [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubstantialDoubtAboutGoingConcernTextBlock', window );">LIQUIDITY</a></td>
<td class="text"><p id="xdx_809_eus-gaap--SubstantialDoubtAboutGoingConcernTextBlock_zeQV98H6owB5" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 2 &#8211; <span><span id="xdx_825_zeAjUjZO61Fc">LIQUIDITY</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As reflected in the accompanying consolidated financial
statements, the Company had a net loss of $<span id="xdx_905_eus-gaap--ProfitLoss_c20230101__20230930_zyQMvaBGS6ze" title="Net loss">8,080,819</span> for the nine months ended September 30, 2023. During the same period, cash used in
operating activities was $<span id="xdx_909_eus-gaap--NetCashProvidedByUsedInOperatingActivities_iN_di_c20230101__20230930_zpJ1rn0fTby" title="Cash used in operating activities">5,637,072</span>. The working capital surplus and accumulated deficit as of September 30, 2023, were $<span id="xdx_907_ecustom--WorkingCapitalSurplus_iI_pp0p0_c20230930_zaruYNUdBR3b" title="Working capital surplus">3,358,320</span> and
$<span id="xdx_908_eus-gaap--RetainedEarningsAccumulatedDeficit_iNI_di_c20230930_zLVDHHS5K844" title="Accumulated deficit">60,442,653</span>, respectively. In previous financial reports, the Company had raised substantial doubt about continuing as a going concern.
This was principally due to a lack of working capital prior to underwritten offerings and private placements which were completed during
the second, third and fourth quarters of 2022 as well as the first and third quarters of 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company was successful during 2022 in raising
gross proceeds of over $10,100,000 from the sale of both common shares and Series D Preferred Stock. Additionally, late in the first quarter
of 2023, the Company raised gross proceeds of $4,000,000 from the issuance of Series E Preferred Stock. In August 2023, the Company was
successful in raising gross proceeds of $5,000,000 from the sale of Series F Convertible Preferred Stock. The Company was also successful
in raising a further $2,500,000 from the sale of additional Series E Convertible Preferred Stock during November 2023. During the second
quarter of 2023, the Company renewed its S-3 &#8220;shelf registration&#8221; statement allowing the Company to sell multiple forms of
securities in addition to common shares. At the time of this filing, the Company estimates that it has available capacity on its shelf
registration which it can utilize to bolster working capital and growth of the business. Additionally, the Company has capacity on Series
D and Series E to bolster liquidity, if needed, via private placements. Although additional investment is not assured, the Company is
comfortable that it would be able to raise sufficient capital to support expanded operations based on an anticipated increase in business
activity. In the long run, the continuation of the Company as a going concern is dependent upon the ability of the Company to continue
executing its business plan, generate enough revenue, and attain consistently profitable operations. Although the lingering effects of
the global pandemic related to the coronavirus (Covid-19) continue to affect our operations, particularly in our supply chain, we now
believe that this is expected to be an ongoing issue and our working capital assumptions reflect this new reality. The Company cannot
currently quantify the uncertainty related to the ongoing supply chain delays or inflationary increases and their effects on our customers
in the coming quarters. We have analyzed our cash flow under &#8220;stress test&#8221; conditions and have determined that we have sufficient
liquid assets on hand, forthcoming with ongoing business or available via the capital markets to maintain operations for at least twelve
months from the date of this report.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>














<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In addition, management has been taking and continues
to take actions including, but not limited to, elimination of certain costs that do not contribute to short term revenue, and re-aligning
both management and staffing with a focus on improving certain skill sets necessary to build growth and profitability and focusing product
strategy on opportunities that are likely to bear results in the relatively short term. The Company believes that, as described above,
it will have sufficient sources of working capital to meet its obligations over the following twelve months. In the last twelve months
the Company has seen growth in its contracted backlog as well as positive signs from new commercial engagements that indicate improvements
in future commercial opportunities for both one-time capital and recurring services revenues.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Management believes that, at this time, the
conditions in our market space with ongoing contract delays, the consequent need to procure certain materials in advance of a
binding contract and the additional time needed to execute on new contracts previously reported have put a strain on our cash
reserves. However, proactive management of our existing contracts, recent stock offerings and private placements as well as the
availability to raise capital via our shelf registration indicate there is no substantial doubt for the Company to continue as a
going concern for a period of twelve months from the issuance date of this report. We continue executing the plan to grow our
business and achieve profitability. The Company may selectively look at opportunities for fund raising in the future. Management has
extensively evaluated our requirements for the next twelve months and has determined that the Company currently has sufficient cash
and access to capital to operate for at least that period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">While no assurance can be provided, management believes
that these actions provide the opportunity for the Company to continue as a going concern and to grow its business and achieve profitability
with access to additional capital funding. Ultimately the continuation of the Company as a going concern is dependent upon the ability
of the Company to continue executing the plan described above which was put in place in late 2022 and will continue in 2023 and beyond.
As a result, we expect to generate sufficient revenue and to attain profitable operations with less net cash used in operating activities
in approximately the next twelve months. These consolidated financial statements do not include any adjustments related to the recoverability
and classification of recorded asset amounts and classification of liabilities that might be necessary should the Company be unable to
continue as a going concern.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>











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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure when substantial doubt is raised about the ability to continue as a going concern. Includes, but is not limited to, principal conditions or events that raised substantial doubt about the ability to continue as a going concern, management's evaluation of the significance of those conditions or events in relation to the ability to meet its obligations, and management's plans that alleviated or are intended to mitigate the conditions or events that raise substantial doubt about the ability to continue as a going concern.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 205<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//205-40/tableOfContent<br></p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200449780000">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEBT<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtDisclosureAbstract', window );"><strong>Debt Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtDisclosureTextBlock', window );">DEBT</a></td>
<td class="text"><p id="xdx_805_eus-gaap--DebtDisclosureTextBlock_zC7GtqteI22b" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 3 &#8211; <span id="xdx_82C_zEV4Cl9SX3yb">DEBT</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Notes Payable - Financing Agreements</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s notes payable relating to financing
agreements classified as current liabilities consist of the following as of September 30, 2023 and December 31, 2022:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"></p>

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    <td><span id="xdx_8B4_zUUd5UurhC1h" style="display: none">Schedule of notes payable</span></td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">Third Party - Insurance Note 2</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">79,146</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zMuHrWipUDwi" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Interest">8.00</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">17,753</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98A_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zT0Mj53KBNa6" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Interest">6.24</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">Third Party - Insurance Note 3</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">8,045</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">16,094</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt">Third Party - Insurance Note 4</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">47,889</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">40,728</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">Total</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20230930_pp0p0" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">137,816</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt; text-align: right">&#160;</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231_pp0p0" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal">74,575</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt; text-align: right">&#160;</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  </table>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on
December 23, 2022 with its insurance provider by issuing a $<span id="xdx_90A_eus-gaap--NotesPayable_iI_pp0p0_c20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zdlFYF5aa2P7" title="Notes payable outstanding balance">26,484</span>
note payable (Insurance Note 1) for the purchase of an insurance policy, secured by that policy with an annual interest rate of <span id="xdx_90B_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zeDEMT1tKRA4" title="Interest rate">8.73</span>%
payable in monthly installments of principal and interest totaling $<span id="xdx_903_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20221222__20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zofVKMpgrLh6" title="Monthly installments of principal and interest">2,755</span>
through October 23, 2023. The balance of Insurance Note 1 as of September 30, 2023 and December 31, 2022 was $<span id="xdx_900_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_ztzDsktHNvja" title="Notes payable outstanding balance">2,736</span>
and <span id="xdx_90B_eus-gaap--NotesPayable_iI_pp0p0_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zIokCg9XwVrb" style="display: none" title="Notes payable outstanding balance">0</span> zero, respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on April 15,
2022 with its insurance provider by issuing a note payable (Insurance Note 2) for the purchase of an insurance policy in the amount of
$<span id="xdx_90D_eus-gaap--NotesPayable_iI_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zWDjFClHBh82" title="Notes payable outstanding balance">63,766</span>, secured by that policy with an annual interest rate of <span id="xdx_905_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_z5TcZXCf44C7" title="Interest rate">6.24</span>% and payable in 11 monthly installments of principal and interest
totaling $<span id="xdx_903_eus-gaap--DebtInstrumentPeriodicPayment_c20220414__20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zBvobXkpnJba" title="Monthly installments of principal and interest">5,979</span>. The Company entered into an agreement on April 15, 2023 with its insurance provider by issuing a note payable (Insurance
Note 2) for the purchase of an insurance policy in the amount of $<span id="xdx_90B_eus-gaap--NotesPayable_iI_pp0p0_c20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zXoZvYVk9JKh" title="Notes payable outstanding balance">142,734</span>, secured by that policy with an annual interest rate of <span id="xdx_907_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_ze9z7YkI3TU7" title="Interest rate">8.00</span>%
and payable in 11 monthly installments of principal and interest totaling $<span id="xdx_906_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20230414__20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zYpW0EQpGfR8" title="Monthly installments of principal and interest">13,501</span>. At September 30, 2023 and December 31, 2022, the balance
of Insurance Note 2 was $<span id="xdx_905_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zulX3Mjtga73" title="Notes payable outstanding balance">79,146</span> and $<span id="xdx_900_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance">17,753</span>, respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on
September 15, 2022 with its insurance provider by issuing a note payable (Insurance Note 3) for the purchase of an insurance policy
in the amount of $<span id="xdx_90C_eus-gaap--NotesPayable_c20220915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance">24,140</span>.
The policy was renewed on February 3, 2023 and is payable in 12 monthly installments of $<span id="xdx_904_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20220914__20220915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_zRwp6414LoC7" title="Monthly installments of principal and interest">2,012</span>.
At September 30, 2023 and December 31, 2022, the balance of Insurance Note 3 was $<span id="xdx_902_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_zbMxC5y2xKI3" title="Notes payable outstanding balance">8,045</span>
and $<span id="xdx_90A_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance">16,094</span>,
respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on
February 3, 2022 with its insurance provider by issuing a note payable for the purchase of an insurance policy in the amount of
$<span id="xdx_90C_ecustom--PurchaseOfInsurancePolicy_c20220201__20220203_zAyQF6W0DlNc" title="Purchase of an insurance policy">242,591</span>
with a down payment paid in the amount of $<span id="xdx_908_ecustom--DownPaymentPaid_c20220101__20220331_zKLbNSWRdhel" title="Down payment paid">102,075</span>
in the first quarter of 2022 and ten monthly installments of $<span id="xdx_90E_ecustom--InsuranceMonthlyInstallments_c20220201__20220203_z17C36LWZaj6" title="Insurance monthly installments">20,073</span>.
The Company received a refund on September 30, 2022 as a result of the annual audit of the policy resulting in the refund being
applied to the outstanding amount of $<span id="xdx_908_eus-gaap--ProceedsFromDepositsWithOtherInstitutions_c20220101__20220930_zDI0GNXCUmR2" title="Received refund">53,175</span>.
The policy renewed on February 3, 2023 and, in connection therewith, the Company issued a new note payable (Insurance Note 4) to the
insurer in the amount of $<span id="xdx_90A_eus-gaap--NotesPayable_iI_pp0p0_c20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zAnDOHNyy0jc" title="Notes payable outstanding balance">293,520</span>;
with a down payment paid in the amount of $<span id="xdx_905_ecustom--DownPaymentPaid_c20230202__20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zTbeR4rjzeQ6" title="Down payment paid">125,690</span>
and payable in ten monthly installments of $<span id="xdx_905_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20230202__20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zqKcFXNEHrSi" title="Monthly installments of principal and interest">23,976</span>.
At September 30, 2023 and December 31, 2022, the balance of Insurance Note 4 was $<span id="xdx_907_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zaFptsaBQduc" title="Notes payable outstanding balance">47,889</span>
and $<span id="xdx_90F_eus-gaap--NotesPayable_iI_pp0p0_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zjUUet4aQld" title="Notes payable outstanding balance">40,728</span>,
respectively.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Equipment Financing</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company entered into an agreement on May 22,
2020 with an equipment financing company by issuing a $<span id="xdx_90A_eus-gaap--NotesPayable_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance">121,637</span>
secured note, with an annual interest rate of <span id="xdx_905_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_z14zIADD8jvj" title="Interest rate">9.90</span>%
and payable in monthly installments of principal and interest totaling $<span id="xdx_905_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20200521__20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_z8wCOjZaP18h" title="Monthly installments of principal and interest">3,919</span>
through June 1, 2023. At September 30, 2023 and December 31, 2022, the aggregate balance of this note was <span id="xdx_900_eus-gaap--NotesPayable_iI_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zWFUiwu0Z2Qc" style="display: none" title="Notes payable outstanding balance">0</span> zero and $<span id="xdx_90A_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance">22,851</span>,
respectively.</p>


<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>













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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for information about short-term and long-term debt arrangements, which includes amounts of borrowings under each line of credit, note payable, commercial paper issue, bonds indenture, debenture issue, own-share lending arrangements and any other contractual agreement to repay funds, and about the underlying arrangements, rationale for a classification as long-term, including repayment terms, interest rates, collateral provided, restrictions on use of assets and activities, whether or not in compliance with debt covenants, and other matters important to users of the financial statements, such as the effects of refinancing and noncompliance with debt covenants.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1B<br> -Subparagraph (h)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1B<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 235<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(c))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480678/235-10-S99-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 470<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//470/tableOfContent<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1B<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1B<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1B<br> -Subparagraph (g)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1B<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1B<br> -Subparagraph (i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1B<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1C<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1C<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1C<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1C<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1C<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1C<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1E<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1E<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1I<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1I<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1I<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1I<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1I<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1I<br></p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444640640">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>COMMITMENTS AND CONTINGENCIES<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommitmentsAndContingenciesDisclosureAbstract', window );"><strong>Commitments and Contingencies Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommitmentsAndContingenciesDisclosureTextBlock', window );">COMMITMENTS AND CONTINGENCIES</a></td>
<td class="text"><p id="xdx_804_eus-gaap--CommitmentsAndContingenciesDisclosureTextBlock_zf53N28q5k24" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>NOTE 4 &#8211; <span id="xdx_82E_zh4w5vWnO646">COMMITMENTS AND CONTINGENCIES</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Operating Lease Obligations </span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">On
July 26, 2021, the Company entered into a new operating lease agreement for office and warehouse combination space of <span id="xdx_905_ecustom--AreaOfLease_usqft_c20210725__20210726_zHipA2xNel4j" title="Area of lease">40,000</span> square feet,
with the lease commencing on November 1, 2021 and ending April 30, 2032. This new space combines the Company&#8217;s two separate work
locations into one facility, which allows for greater collaboration and also accommodates a larger anticipated workforce and manufacturing
facility. On November 24, 2021, the lease was amended to commence on December 1, 2021 and end on May 31, 2032. The Company recognized
a ROU asset and operating lease liability in the amount of $<span id="xdx_907_eus-gaap--OperatingLeaseRightOfUseAsset_iI_pp0p0_c20211124_zHp4VtetiMd3" title="Operating lease right of use asset">4,980,104</span> </span><span style="font-size: 8pt">&#160;&#160;</span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">at
lease commencement. Rent for the first eleven months of the term was calculated based on <span id="xdx_902_ecustom--RentableSpace_usqft_c20211123__20211124_zwePUYz8D8L6" title="Rentable space">30,000</span> rentable square feet. The rent is subject
to an annual escalation of 2.5%, beginning November 1, 2023. The Company made a security deposit payment in the amount of $<span id="xdx_90D_eus-gaap--SecurityDepositLiability_iI_pp0p0_c20210726_zojQfoSglxo6" title="Security deposit payment">600,000</span> on
July 26, 2021. Per the contract, on the 18th month, the security deposit was reduced by $<span id="xdx_90B_eus-gaap--IncreaseDecreaseInSecurityDeposits_c20210725__20210726_zA6ObHliRhm3" title="Security deposit reduce amount">50,000</span>. The right of use asset balance at September
30, 2023, net of accumulated amortization, was $<span id="xdx_90F_eus-gaap--OperatingLeaseRightOfUseAsset_pp0p0_c20230930_zOLUDy6XoIHf" title="Operating lease right of use asset">4,454,714</span>.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023, the office and warehouse
lease is the Company&#8217;s only lease with a term greater than twelve months. The office and warehouse lease has a remaining term of
approximately 8.8 years and includes an option to extend for two renewal terms of five years each. The renewal options are not reasonably
certain to be exercised, and therefore, they are not included when determining the lease term used to establish the right of use asset
and lease liability. The Company also has several short-term leases, primarily related to equipment. The Company made an accounting policy
election to not recognize short-term leases with terms of twelve months or less on the consolidated balance sheet and instead recognize
the lease payments in expense as incurred. The Company has also elected to account for real estate leases that contain both lease and
non-lease components (such as common area maintenance) as a single lease component.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following table shows supplemental information
related to leases:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<table cellpadding="0" cellspacing="0" id="xdx_885_ecustom--SupplementalInformationRelatedLeasesTableTextBlock_zSxiIk4tqpc2" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of supplemental information related leases)">
  <tr style="vertical-align: bottom">
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    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td>&#160;</td></tr>
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    <td style="text-align: center">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom">
    <td style="text-align: justify">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">2023</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">2022</td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: bold 10pt Times New Roman, Times, Serif; text-align: justify">Lease cost:</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify">Operating lease cost</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td id="xdx_98A_eus-gaap--OperatingLeaseCost_pp0p0_c20230101__20230930_z8zI1fcNy7Z7" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right" title="Operating lease cost">586,228</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td id="xdx_984_eus-gaap--OperatingLeaseCost_pp0p0_c20220101__20220930_zPVhia0Xvwcj" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right" title="Operating lease cost">582,989</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Short-term lease cost</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$&#160;</td><td id="xdx_98C_eus-gaap--ShortTermLeaseCost_pp0p0_c20230101__20230930_zyo9iTJePHdb" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Short term lease Cost">56,052</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$&#160;</td><td id="xdx_98D_eus-gaap--ShortTermLeaseCost_pp0p0_c20220101__20220930_znz2tuEMFxYj" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Short term lease Cost">26,127</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="text-align: justify">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: bold 10pt Times New Roman, Times, Serif; text-align: justify">Other information:</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Operating cash outflow used for operating leases</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$&#160;</td><td id="xdx_988_eus-gaap--PaymentsForRent_pp0p0_c20230101__20230930_z7cMlgUM6kAc" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Operating cash outflow used for operating leases">505,664</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$&#160;</td><td id="xdx_984_eus-gaap--PaymentsForRent_pp0p0_c20220101__20220930_zafKEGv39ull" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Operating cash outflow used for operating leases">323,750</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Weighted average discount rate</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_902_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20230930_zOxu5xTlgtz2" title="Weighted average discount rate">9.0</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_909_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20220930_zQbjejaUA5wk" title="Weighted average discount rate">9.0</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Weighted average remaining lease term</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left"></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><span id="xdx_905_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20230930_zUbnHeIS5uA" title="Weighted average remaining lease term">8.6</span> years</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><span id="xdx_908_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20220930_zaVk1YtG0jsa" title="Weighted average remaining lease term">9.6</span> years</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  </table>

<p style="font: 11pt Times New Roman, Times, Serif; margin: 0"><span style="font-size: 10pt">&#160;</span><span style="font-size: 4pt">&#160;</span></p>












<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023, future minimum lease payments
due under our operating leases are as follows:</p>

<table cellpadding="0" cellspacing="0" id="xdx_88B_eus-gaap--LesseeOperatingLeaseLiabilityMaturityTableTextBlock_zl90QP4a4Gbi" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of future minimum lease payments)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B2_ziCtQDfEuuCa" style="display: none">Schedule of future minimum lease payments</span></td>
    <td>&#160;</td>
    <td colspan="2" id="xdx_49E_20230930_zHTk4CX8cgU9" style="text-align: center">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCEEFF">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Calendar year:</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_iI_maCz6be_zqQ7YRbLYc2j" style="vertical-align: bottom; background-color: white">
    <td style="width: 77%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2023</span></td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$</span></td>
    <td style="width: 20%; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">191,205</span></td>
    <td style="width: 1%">&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maCz6be_zDWovttBrhyl" style="vertical-align: bottom; background-color: #CCEEFF">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2024</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">779,087</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_408_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maCz6be_zlgF9RBFVW04" style="vertical-align: bottom; background-color: white">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2025</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">798,556</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_402_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maCz6be_zYB5AoOD90i8" style="vertical-align: bottom; background-color: #CCEEFF">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2026</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">818,518</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maCz6be_zgjPm8QbztGf" style="vertical-align: bottom; background-color: white">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2027</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">838,984</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_40F_ecustom--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour_iI_maCz6be_zK1HeuY0zr92" style="vertical-align: bottom; background-color: #CCEEFF">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Thereafter</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">4,043,427</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_40B_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_mtCz6be_zjQhkwIdWYUj" style="vertical-align: bottom; background-color: white">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Total undiscounted future minimum lease payments</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">7,469,777</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_di_zXVBF4aGvNK4" style="vertical-align: bottom; background-color: #CCEEFF">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Less: Impact of discounting</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(2,384,618</span></td>
    <td>)</td></tr>
  <tr id="xdx_40E_eus-gaap--OperatingLeaseLiability_iI_z2gqzvHahUmi" style="vertical-align: bottom; background-color: white">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Total present value of operating lease obligations</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">5,085,159</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_403_ecustom--CurrentPortion_iNI_di_zCEsV7Ut2FA1" style="vertical-align: bottom; background-color: #CCEEFF">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Current portion</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(774,306)</span></td>
    <td>&#160;</td></tr>
  <tr id="xdx_408_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_zmmipq2CH1o9" style="vertical-align: bottom; background-color: white">
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Operating lease obligations, less current portion</span></td>
    <td>&#160;</td>
    <td style="border-bottom: black 2.25pt double"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$</span></td>
    <td style="border-bottom: black 2.25pt double; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">4,310,853</span></td>
    <td>&#160;</td></tr>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Executive Severance Agreement</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Pursuant to a separation agreement with Gianni Arcaini,
our former Chief Executive Officer and Chairman of the Board (the &#8220;Separation Agreement&#8221;), Mr. Arcaini&#8217;s employment
with the Company ended on September 1, 2020 (&#8220;Separation Date&#8221;). The Separation Agreement provided that he would receive separation
payments over a 36-month period equal to his base salary plus $<span id="xdx_90E_ecustom--AdditionalCompensationToBePaidInSeparationPayments_iI_pp0p0_c20230930__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zhbLQD1K6A6" title="Compensation to be paid in addition to base salary in separation payments">75,000</span> as well as certain limited health and life insurance benefits. The
Separation Agreement also contained confidentiality, non-disparagement and non-solicitation covenants and a release of claims by Mr. Arcaini.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In accordance with the Separation Agreement, the Company
paid to Mr. Arcaini the total sum of $<span id="xdx_902_ecustom--OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_iI_pp0p0_c20230930__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zix97KrivkQi" title="Payment under the separation agreement">747,788</span>. On March 1, 2021, the Company paid to Mr. Arcaini a lump-sum amount equal to the first
six months of payments, or $<span id="xdx_909_ecustom--PaymentOneOfSeparationAgreement_iI_pp0p0_c20210301__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zwYWEOGSz5Y3" title="Lump sum payment owed under separation agreement">124,631</span>, owed to Mr. Arcaini and the Company continued to pay him in semi-monthly installments for 30 months
thereafter, as contemplated in Mr. Arcaini&#8217;s Separation Agreement. The remaining balance included in accrued expenses in the accompanying
unaudited consolidated balance sheet is zero as of September 30, 2023. <b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446876720">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>STOCKHOLDERS&#8217; EQUITY<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EquityAbstract', window );"><strong>Equity [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockholdersEquityNoteDisclosureTextBlock', window );">STOCKHOLDERS&#8217; EQUITY</a></td>
<td class="text"><p id="xdx_80F_eus-gaap--StockholdersEquityNoteDisclosureTextBlock_zpGQfrtCBca5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 5 &#8211; <span id="xdx_82C_zmGWp5EQdMXf">STOCKHOLDERS&#8217; EQUITY</span></b>&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Series B Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The following summary of certain terms and provisions
of our Series B Convertible Preferred Stock (the &#8220;Series B Convertible Preferred Stock&#8221;) is subject to, and qualified in its
entirety by reference to, the terms and provisions set forth in our certificate of designation of preferences, rights and limitations
of Series B Convertible Preferred Stock (the &#8220;Series B Convertible Preferred Certificate of Designation&#8221;) as previously filed.
Subject to the limitations prescribed by our articles of incorporation, our board of directors is authorized to establish the number of
shares constituting each series of preferred stock and to fix the designations, powers, preferences, and rights of the shares of each
of those series and the qualifications, limitations and restrictions of each of those series, all without any further vote or action by
our stockholders. Our board of directors designated <span id="xdx_90C_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zq3GNlNK1Ukg" title="Preferred stock, shares authorized">15,000</span> of the <span id="xdx_906_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930_zunZABqnACvj" title="Preferred stock, shares authorized">10,000,000</span> authorized shares of preferred stock as Series B Convertible
Preferred Stock with a stated value of $<span id="xdx_90C_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIkdRBdskLO5" title="Preferred stock, par value">1,000</span> per share. The shares of Series B Convertible Preferred Stock were validly issued, fully
paid and non-assessable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>













<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each share of Series B Convertible
Preferred Stock was convertible at any time at the holder&#8217;s option into a number of shares of common stock equal to $<span id="xdx_90B_eus-gaap--ConversionOfStockAmountConverted1_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zZnd9CiAsLPb" title="Conversion of stock, value">1,000</span>
divided by the conversion price of $<span id="xdx_908_eus-gaap--DebtInstrumentConvertibleConversionPrice1_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zW0wMbVR5EEh" title="Conversion price">7.00</span>
per share. Notwithstanding the foregoing, we shall not effect any conversion of Series B Convertible Preferred Stock, with certain
exceptions, to the extent that, after giving effect to an attempted conversion, the holder of shares of Series B Convertible
Preferred Stock (together with such holder&#8217;s affiliates, and any persons acting as a group together with such holder or any of
such holder&#8217;s affiliates) would beneficially own a number of shares of our common stock in excess of 4.99% (or, at the
election of the purchaser, 9.99%) of the shares of our common stock then outstanding after giving effect to such exercise. The
Series B Convertible Preferred Certificate of Designation does not prohibit the Company from waiving this limitation. Upon any
liquidation, dissolution or winding-up of Company, whether voluntary or involuntary (a &#8220;Liquidation&#8221;), the holders shall
be entitled to participate on an as-converted-to-common stock basis (without giving effect to the Beneficial Ownership Limitation)
with holders of the common stock in any distribution of assets of the Company to the holders of the common stock. As of September
30, 2023 and December 31, 2022, respectively, there are zero <span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zxDirK06Rje6" title="Preferred stock, shares issued"><span id="xdx_907_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zdbew4wSCSFc" style="display: none" title="Preferred stock, shares outstanding">0</span></span> and zero <span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zboqmiB6OAih" title="Preferred stock, shares issued"><span id="xdx_90E_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zoCrUEnybuda" style="display: none" title="Preferred stock, shares outstanding">0</span></span> shares of Series B Convertible Preferred Stock issued and
outstanding.&#160;</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Series C Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s Board of Directors designated
<span id="xdx_901_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z46F4dfCqQfh" title="Preferred stock, shares authorized">5,000</span> shares as the Series C Convertible Preferred Stock (the &#8220;Series C Convertible Preferred Stock&#8221;). Each share of the Series
C Convertible Preferred Stock has a stated value of $<span id="xdx_900_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zrUFYqW1doh3" title="Preferred stock, par value">1,000</span>. The holders of the Series C Convertible Preferred Stock, the holders of the
common stock and the holders of any other class or series of shares entitled to vote with the common stock shall vote together as one
class on all matters submitted to a vote of shareholders of the Company. <span id="xdx_902_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember" title="Preferred stock voting rights">Each share of Series C Convertible Preferred Stock has 172 votes</span>
(subject to adjustment); provided that in no event may a holder of Series C Convertible Preferred Stock be entitled to vote a number of
shares in excess of such holder&#8217;s Beneficial Ownership Limitation (as defined in the Certificate of Designation and as described
below). Each share of Series C Convertible Preferred Stock is convertible, at any time and from time to time, at the option of the holder,
into that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined by dividing the stated value of
such share ($1,000) by the conversion price, which is $<span id="xdx_90D_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zriB3kONwOe1" title="Preferred stock, conversion price per share">5.50</span> (subject to adjustment). The Company shall not effect any conversion of the
Series C Convertible Preferred Stock, and a holder shall not have the right to convert any portion of the Series C Convertible Preferred
Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together with such holder&#8217;s Attribution
Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%)
of the number of shares of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable
upon such conversion (the &#8220;Beneficial Ownership Limitation&#8221;). All holders of the Series C Preferred Stock elected the 19.99%
Beneficial Ownership Limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On February 26, 2021, the Company entered into a Securities
Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with certain existing investors in the Company (the &#8220;Purchasers&#8221;).
Pursuant to the Purchase Agreement, the Purchasers purchased 4,500 shares of a newly authorized Series C Convertible Preferred Stock,
and the Company received proceeds of $<span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20210225__20210226__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_zpUGB2KSfjrb" title="Proceeds from convertible preferred stock">4,500,000</span>. The Purchase Agreement contains customary representations, warranties, agreements and
indemnification rights and obligations of the parties. In January 2022, the 2,500 outstanding shares of Series C Convertible Preferred
Stock were converted into <span id="xdx_90D_ecustom--SeriesCPreferredConvertedToCommonStockShares_c20220101__20220131__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zAwP4VIyxA4l" title="Series C preferred converted to common stock, shares">454,546</span> shares of common stock. As of September 30, 2023 and December 31, 2022, respectively, there were zero
<span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zdKo1gpNRle7" title="Preferred stock, shares issued"><span id="xdx_902_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zK0bufL7XT65" style="display: none" title="Preferred stock, shares outstanding">0</span></span> and zero <span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zmXs8pk1GyT9" title="Preferred stock, shares issued"><span id="xdx_903_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zu8jbzkQQ9we" style="display: none" title="Preferred stock, shares outstanding">0</span></span> shares of Series C Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Purchase Agreement, the Company
also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights Agreement, the Company filed
with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series
C Convertible Preferred Stock were convertible. The Registration Rights Agreement contains customary representations, warranties, agreements
and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>













<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Series D Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 28, 2022, the Company amended its articles
of incorporation to designate <span id="xdx_909_eus-gaap--PreferredStockSharesAuthorized_iI_c20220928__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zbLb4tncO1c8" title="Preferred stock, shares authorized">4,000</span> shares as the Series D Convertible Preferred Stock (the &#8220;Series D Convertible Preferred Stock&#8221;).
Each share of the Series D Convertible Preferred Stock has a stated value of $<span id="xdx_90E_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20220928__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_z9R4EtiR2AX2" title="Preferred stock, par value">1,000</span>. The holders of the Series D Convertible Preferred
Stock, the holders of the common stock and the holders of any other class or series of shares entitled to vote with the common stock shall
vote together as one class on all matters submitted to a vote of shareholders of the Company. <span id="xdx_901_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember" title="Preferred stock voting rights">Each share of Series D Convertible Preferred
Stock has 333 votes</span> (subject to standard anti-dilution adjustment); provided that in no event may a holder of Series D Convertible Preferred
Stock be entitled to vote a number of shares in excess of such holder&#8217;s Beneficial Ownership Limitation (as defined in the Certificate
of Designation and as described below). Each share of Series D Convertible Preferred Stock is convertible, at any time and from time to
time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined
by dividing the stated value of such share ($1,000) by the conversion price, which is $<span id="xdx_90A_eus-gaap--PreferredStockConvertibleConversionPrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zfxwDfoCVZnf" title="Conversion price">3.00</span> (subject to adjustment). The Company shall
not effect any conversion of the Series D Convertible Preferred Stock, and a holder shall not have the right to convert any portion of
the Series D Convertible Preferred Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together
with such holder&#8217;s Attribution Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or
upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately after giving effect to the issuance
of shares of common stock issuable upon such conversion (the &#8220;Beneficial Ownership Limitation&#8221;). All holders of the Series
D Preferred Stock elected the 19.99% Beneficial Ownership Limitation. The Company shall reserve and keep available out of its authorized
and unissued Common Stock, solely for the issuance upon the conversion of the Series D Convertible Preferred Stock, such a number of shares
of Common Stock as shall from time to time be issuable upon the conversion of all of the shares of the Series D Convertible Preferred
Stock then outstanding. Additionally, the Series D Convertible Preferred Stock does not have the right to dividends and in the event of
an involuntary liquidation, the Series D shares shall be treated as a pro rata equivalent of common stock outstanding at the date of the
liquidation event and have no liquidation preference.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 30, 2022, the Company entered into a
Securities Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with certain existing investors in the Company (the &#8220;Purchasers&#8221;).
Pursuant to the Purchase Agreement, the Purchasers purchased <span id="xdx_908_eus-gaap--PreferredStockSharesIssued_c20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_pdd" title="Preferred stock, shares issued">999</span> shares of the newly authorized Series D Convertible Preferred Stock,
and the Company received proceeds of $<span id="xdx_906_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20220901__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_z1FSlam1RLsa" title="Proceeds from convertible preferred stock">999,000</span>. The Purchase Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On October 29, 2022, the Company entered into a Securities
Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with a certain existing investor in the Company (the &#8220;Purchaser&#8221;).
Pursuant to the Purchase Agreement, the Purchaser purchased <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20221029__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__us-gaap--PrivatePlacementMember_zp3By7tL6uG9" title="Preferred stock, shares issued">300</span> shares of the newly authorized Series D Convertible Preferred Stock, and
the Company received proceeds of $<span id="xdx_909_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20221028__20221029__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__us-gaap--PrivatePlacementMember_zrNC3eTI1vVj" title="Proceeds from convertible preferred stock">300,000</span>. The Purchase Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with such Purchase Agreements, the
Company also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights Agreement, the
Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which
the shares of Series D Convertible Preferred Stock are convertible. The Registration Rights Agreement contains customary
representations, warranties, agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023 and December 31, 2022, respectively,
there were <span id="xdx_90D_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zUEZIFM2bOZd" title="Preferred stock, shares issued"><span id="xdx_904_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zwCyBPnzzLwh" title="Preferred stock, shares outstanding">1,299</span></span> and <span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zsbWBCvGxdX1" title="Preferred stock, shares issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_znt6hzbgyh5g" title="Preferred stock, shares outstanding">1,299</span></span> shares of Series D Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline">Series E Convertible Preferred Stock</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s Board of Directors has designated
<span id="xdx_901_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zS5XE2U8WPoc">30,000
</span>shares as the Series E Convertible Preferred Stock (the &#8220;Series E Convertible Preferred Stock&#8221;). Each share of the
Series E Convertible Preferred Stock has a stated value of $<span id="xdx_90D_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zExJWdyZ6pH7">1,000</span>.
The holders of the Series E Convertible Preferred Stock, the holders of the common stock and the holders of any other class or series
of shares entitled to vote with the common stock shall vote as one class on all matters submitted to a vote of shareholders of the Company.
<span id="xdx_900_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember">Each
share of Series E Preferred Stock has 333 votes</span> (subject to adjustment); provided that in no event may a holder of Series E Preferred
Stock be entitled to vote a number of shares in excess of such holder&#8217;s Beneficial Ownership Limitation. Each share of Series E
Convertible Preferred Stock is convertible, subject to shareholder approval (which has not yet been granted);
at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial
Ownership Limitation) determined by dividing the stated value of such share ($1,000) by the conversion price, which is $3.00 (subject
to adjustment). The Company shall not effect any conversion of the Series E Convertible Preferred Stock,
and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent that after
giving effect to the conversion sought by the holder such holder (together with such holder&#8217;s Attribution Parties (as defined in
the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares
of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable upon such conversion (the
&#8220;Beneficial Ownership Limitation&#8221;). All holders of the Series E Convertible Preferred Stock elected the 19.99% Beneficial
Ownership Limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>















<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company on March 27, 2023 entered into a
Securities Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with an existing investor in the Company (the &#8220;Purchaser&#8221;).
Pursuant to the Purchase Agreement, the Purchaser purchased <span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20230327__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_z3qeyX6skUH" title="Preferred stock, shares issued">4,000</span> shares of a newly authorized Series E Convertible Preferred Stock at
a price of $<span id="xdx_908_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230327__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_z2J72dcxAG14" title="Preferred stock, par value">1,000</span> per share, and the Company received proceeds of $<span id="xdx_908_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20230326__20230327__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_ze51ELvU38nb" title="Proceeds from convertible preferred stock">4,000,000</span>. The Purchase Agreement contains customary representations,
warranties, agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The existing investor&#8217;s Purchase Agreement
also provides that the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in
the Purchase Agreement) on or prior to December 31, 2023 that entitles any person to acquire shares of common stock at an effective price
per share less than the then conversion price of the Series E Convertible Preferred Stock without the consent of the Purchaser.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023 and December 31, 2022, respectively,
there were <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zfVYsWLt1HFi" title="Preferred stock, shares issued"><span id="xdx_904_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zHrQfxnE0H1" title="Preferred stock, shares outstanding">4,000</span></span> and <span id="xdx_907_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zQkJcglJPTo2" title="Preferred stock, shares issued"><span id="xdx_908_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zPYZrTWeBXOj" title="Preferred stock, shares outstanding">0</span></span> shares of Series E Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Series E Convertible Preferred
Stock issuance, the Company accrued estimated costs and charged additional paid-in capital of $<span id="xdx_909_eus-gaap--AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_c20230101__20230331__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zOtH5IkyCmo" title="Additional paid-in capital">299,145</span> during the quarter ended March
31, 2023. The actual costs were only $<span id="xdx_907_ecustom--ActualCosts_pp0p0_c20230701__20230930_zOFjXfiPIhUc" title="Actual costs">17,645</span>, hence the excess of $<span id="xdx_906_eus-gaap--InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess_pp0p0_c20230701__20230930_zUGbYbng0E2b" title="Excess cost">281,500</span> was reversed during the quarter ended June 30, 2023.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Series F Convertible Preferred Stock</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On August 2, 2023, the Company entered into a Securities Purchase
Agreement (the &#8220;Purchase Agreement&#8221;) with an existing, accredited investor in the Company (the &#8220;Purchaser&#8221;). Pursuant
to the Purchase Agreement, the Purchaser purchased <span id="xdx_901_ecustom--SeriesFPreferredConvertiblePreferredStockShares_c20230730__20230802_zxTb6Upw7acl" title="Series F preferred convertible preferred stock, Shares">5,000</span> shares of a newly authorized Series F Convertible Preferred Stock (the &#8220;Series
F Convertible Preferred Stock&#8221;), and the Company received proceeds of $<span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_c20230730__20230802_ztqnpjcFEj25" title="Proceeds from convertible preferred stock">5,000,000</span>. The Purchase Agreement contains customary representations,
warranties, agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
Company's Board of Directors designated <span id="xdx_906_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zKmfDqdKHznl" title="Preferred stock, shares authorized">5,000</span> shares as the Series F Preferred Stock. Each share of Series F Preferred Stock is convertible,
at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the beneficial
ownership limitation described below) determined by dividing the stated value of such share ($<span id="xdx_907_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zrh3XLc0k07l" title="Preferred stock, par value">1,000</span>) by the conversion price, which is
$<span id="xdx_908_eus-gaap--PreferredStockConvertibleConversionPrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zYtEmz1BkOS4" title="Conversion price">6.20</span> (subject to adjustment). The Company, however, shall not effect any conversion of the Series F Preferred Stock, and the holder shall
not have the right to convert any portion of the Series F Preferred Stock, to the extent that after giving effect to the conversion sought
by the holder such holder (together with such holder&#8217;s Attribution Parties (as defined in the Certificate of Designation)) would
beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately
after giving effect to the issuance of shares of common stock issuable upon such conversion. The purchasers of the Series F Preferred
Stock have elected that their ownership limitation will be 19.99%.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
holders of the Series F Preferred Stock, the holders of the common stock and the holders of any other class or series of shares entitled
to vote with the common stock shall vote together as one class on all matters submitted to a vote of shareholders of the Company. <span id="xdx_901_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zYUTVei4u55h" title="Preferred stock voting rights">Each
share of Series F Preferred Stock has 161 votes</span> (subject to adjustment); provided that in no event may a holder of Series F Preferred
Stock be entitled to vote a number of shares in excess of such holder&#8217;s ownership limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
Company also agreed that it will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the
Purchase Agreement relating to the Series F Preferred Stock) on or prior to December 31, 2023 that entitles any person to acquire shares
of common stock at an effective price per share less than the then conversion price of the Series F Preferred Stock without the consent
of the holders.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify">In connection with the Purchase
Agreement, the Company also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights
Agreement, the Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common
stock into which the shares of Series C Convertible Preferred Stock were convertible. Subject to certain conditions, the Company
must cause the registration statement to be declared effective by 90 days after closing (or in the event of a full review by the
SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222">The
Registration Rights Agreement contains provisions for liquidated damages equal to 1% multiplied by the aggregate subscription amount
paid, paid each month, in the event certain deadlines are missed.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023 and December 31, 2022, respectively,
there were <span id="xdx_904_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_z03gBfnGcKmc" title="Preferred stock, shares issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zq7M1HIymSR7" title="Preferred stock, shares outstanding">5,000</span></span> and <span id="xdx_907_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_ztMcA2l0yhD6" title="Preferred stock, shares issued"><span id="xdx_906_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zATsSkXlJ3I8" title="Preferred stock, shares outstanding">0</span></span> shares of Series F Convertible Preferred Stock issued and outstanding.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>











<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Common stock issued</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Nine Months Ended September 30, 2022</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On January 11, 2022, shareholders converted <span id="xdx_907_ecustom--ConversionOfStockSharesIssued_c20220110__20220111_zjBEyrZvhGvg" title="Conversion of shares">710</span>&#160;and
<span id="xdx_909_ecustom--ConversionOfStockSharesIssued_c20220110__20220111__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z4cgULzexsbc" title="Conversion of shares">1,790</span> shares of Series C Convertible Preferred Stock collectively with a stated value of $2.5 million owned by two entities related to
each other with a conversion price of $<span id="xdx_903_eus-gaap--CommonStockConvertibleConversionPriceIncrease_c20220110__20220111_z6MKL7Ru0Af6" title="Conversion price">5.50</span> per common share resulting in the issuance of 129,091 and 325,455 shares of the Company&#8217;s
common stock.</p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On February 3, 2022, the Company closed an offering
of <span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220202__20220203_zIzr3vNygFCf" title="Number of shares issued, shares">1,325,000</span> shares of common stock in the amount of $<span id="xdx_902_eus-gaap--StockIssuedDuringPeriodValueNewIssues_pp0p0_c20220202__20220203_zgNsqTYTjntg" title="Number of shares issued, value">5,300,000</span> or $<span id="xdx_902_eus-gaap--SharePrice_iI_c20220203_zJVyqH69hhm" title="Purchase price per share">4</span> per share before certain underwriting fees and offering expenses
with net proceeds of $<span id="xdx_903_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_pp0p0_c20220202__20220203_z3IdpPHkEy6g" title="Proceeds from offering cost">4,779,000</span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On February 21, 2022, the Company closed on an &#8220;over-allotment&#8221;
offering of <span id="xdx_903_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220220__20220221_zQU9IwdRNH11" title="Number of shares issued, shares">198,750</span> shares of common stock in the amount of $<span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueNewIssues_pp0p0_c20220220__20220221_z0NSRRONuLGl" title="Number of shares issued, value">795,000</span> or $<span id="xdx_90E_eus-gaap--SharePrice_iI_c20220221_zzbEb86ssbj2" title="Purchase price per share">4</span> per share before certain underwriting fees and offering expenses
with net proceeds of $<span id="xdx_90F_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_pp0p0_c20220220__20220221_zPZfh8flDsl9" title="Proceeds from offering cost">739,350</span>. Both this and the previous offering were &#8220;takedowns&#8221; from a previously filed &#8220;shelf&#8221;
registration statement for the offer of up to $<span id="xdx_90E_eus-gaap--CommonStockIssuedEmployeeTrustDeferred_iI_pp0p0_c20220221_z1RDqKVgDwQ3" title="Aggregate common stock">50,000,000</span> in the aggregate of common stock, Preferred Stock, Debt Securities, Warrants,
Rights or Units from time to time in one or more offerings.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On March 31, 2022, the Company issued <span id="xdx_905_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220101__20220331__srt--TitleOfIndividualAxis__srt--DirectorMember_zn0UOZWh9Udg" title="Stock issued for services , shares">7,198</span> shares
of common stock for payment of board fees to four directors in the amount of $<span id="xdx_905_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20220101__20220331__srt--TitleOfIndividualAxis__srt--DirectorMember_zAhn60EAJE06" title="Stock issued for services, value">40,000</span> for services to the board which was expensed during
the three months ended March 31, 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On June 30, 2022, the Company issued <span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220401__20220630__srt--TitleOfIndividualAxis__srt--DirectorMember_z1sQPd2JMSL7" title="Stock issued for services , shares">10,668</span>
shares of common stock for payment of board fees to four directors in the amount of $<span id="xdx_901_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20220401__20220630__srt--TitleOfIndividualAxis__srt--DirectorMember_zhhE0wxzo9v7" title="Stock issued for services, value">40,000</span>
for services to the board which was expensed during the three months ended June 30, 2022.</p>

<p style="font: 9pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On August 25, 2022, <span id="xdx_903_ecustom--ConvertedToCommonStockShares_c20220824__20220825_zrtnG6JiSAGa" title="Converted to common stock shares">121,572</span> common shares were issued
upon conversion of <span id="xdx_90D_ecustom--ConvertedToCommonStockShares_c20220824__20220825__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIkBi2kSlLY5" title="Converted to common stock shares">851</span> shares of Series B Preferred Stock.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 30, 2022, the Company issued <span id="xdx_909_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220701__20220930__srt--TitleOfIndividualAxis__srt--DirectorMember_zDydWxZfbhqh" title="Stock issued for services , shares">9,758</span> shares
of common stock for payment of board fees to four directors in the amount of $<span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220701__20220930__srt--TitleOfIndividualAxis__srt--DirectorMember_zqDMxolCDH8g" title="Stock issued for services , value">40,000</span> for services to the board which was expensed during
the three months ended September 30, 2022.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On September 30, 2022, the Company closed an offering
of <span id="xdx_905_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220101__20220930_ztdGEPuTdHcl" title="Number of shares issued, shares">818,335</span> shares of common stock in the amount of $<span id="xdx_903_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220101__20220930_zCinjAeZ0dli" title="Number of shares issued, value">2,455,003</span> or $<span id="xdx_908_eus-gaap--SharePrice_iI_c20220930_zeMLwEqVdww5" title="Purchase price per share">3</span> per share before certain placement agent fees and offering expenses
with net proceeds of $<span id="xdx_909_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220101__20220930_zoLUZnHrV0xc" title="Proceeds from offering cost">2,194,187</span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Nine Months Ended September 30, 2023</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> On March 31, 2023, the Company issued <span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230101__20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zays830w8lVh" title="Stock issued for services , shares">12,463</span>
shares of common stock for payment of board fees to three directors for a value of $<span id="xdx_905_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230101__20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_ztBYp9UrRQri" title="Stock issued for services, value">32,500</span>
for services to the board which was expensed during the three months ended March 31, 2023. The value of the shares is based on the
March 31, 2023 grant date quoted trading price of $<span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z7wMWigdxUxd" title="Weighted average price per share">2.61</span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> On June 30, 2023, the Company
issued <span id="xdx_909_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230401__20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zJADfM4HB6Ni" title="Stock issued for services , shares">5,645</span> shares of common stock for payment of board fees to three directors for a value of $<span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230401__20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zLYzt7oym2Sh" title="Stock issued for services, value">32,500</span> for services to the board which
was expensed during the three months ended June 30, 2023. The value of the shares is based on the June 30, 2023 grant date quoted trading
price of $<span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zs2m2OVH2f05" title="Weighted average price per share">5.76</span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On June 30, 2023, the Company issued <span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230629__20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zrOeKlcEriq4" title="Stock issued for services , shares">65,561</span> shares
of common stock to employees participating in the Company&#8217;s Employee Stock Purchase Plan at the end of a six-month offering period.
The employee contributions totaled $<span id="xdx_90D_eus-gaap--EmployeeStockOwnershipPlanESOPCashContributionsToESOP_pp0p0_c20230629__20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLfsUTNj1yCf" title="Total employee participation amount">117,048</span> for the six months ended June 30, 2023 and represented a purchase price of $<span id="xdx_902_eus-gaap--SharePrice_iI_c20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zMAizoTlfIWg" title="Purchase price per share">1.79</span> per share.
The purchase price for one share of Common Stock under the ESPP is equal to 85% of the fair market value of one share of Common Stock
on the first trading day of the offering period or the purchase date, whichever is lower (see below).&#160;For the three months ended
September 30, 2023, the Company has an accrued liability of $<span id="xdx_90F_eus-gaap--AccruedLiabilitiesAndOtherLiabilities_iI_c20230930_zNQeEVQCdhRe" title="Accrued liability">72,801</span> of employee contributions for the ESPP which may convert to shares
of common stock upon the close of the offering period open from July 1, 2023 to December 31, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">
The Company issued <span id="xdx_904_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230701__20230930__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zk6BHH8nmVhg" title="Stock issued for services , shares">7,910</span> shares of common stock for payment of board fees to four directors for a value of $<span id="xdx_902_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230701__20230930__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zqrmZWLtzFGc" title="Stock issued for services, value">40,565</span> for services to the
board which was expensed during the three months ended September 30, 2023. The value of the shares is based on the September 29, 2023
grant date quoted trading price of $<span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230929__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z3uIyfAwIL3g" title="Weighted average price per share">5.13</span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>











<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Employee Stock Purchase Plan</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In the fourth quarter of 2022, the board of directors
adopted an Employee Stock Purchase Plan (&#8220;ESPP&#8221;) which, was effective as of January 1, 2023 with a term of 10 years. The
ESPP allows eligible employees to purchase shares of the Company's common stock at a discounted price, through payroll deductions from
a minimum of 1% and up to 25% of their eligible compensation up to a maximum of $<span id="xdx_909_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20221001__20221231_zlCbSmmMBtFg" title="Employee compensation">25,000</span> or the IRS allowable limit per calendar year.
The Company&#8217;s Chief Financial Officer administers the ESPP in conjunction with approvals from the Company&#8217;s Compensation
Committee, including with respect to the frequency and duration of offering periods, the maximum number of shares that an eligible employee
may purchase during an offering period, and, subject to certain limitations set forth in the ESPP, the per-share purchase price. Currently,
the maximum number of shares that can be purchased by an eligible employee under the ESPP is 10,000 shares per offering period and there
are two six-month offering periods that begin in the first and third quarters of each fiscal year. The purchase price for one share of
Common Stock under the ESPP is currently equal to <span id="xdx_90D_ecustom--FairMarketValuePercentage_dp_c20221001__20221231_zCbdmScjtKti" title="Fair market value percentage">85</span>% of the fair market value of one share of Common Stock on the first trading day
of the offering period or the purchase date, whichever is lower (look-back feature). Although not required by the ESPP, all payroll deductions
received or held by the Company under the ESPP are segregated and deemed as &#8220;restricted cash&#8221; until the completion of the
offering period and redemption of the applicable shares and those withheld amounts are recorded as liabilities. The ESPP employee contribution
for the three months ended September 30, 2023 is 2% of total cash and is not deemed material, therefore it is not presented separately
on the Balance Sheet as &#8220;restricted cash&#8221;. The maximum aggregate number of shares of the Common Stock that may be issued
under the ESPP is <span id="xdx_90A_eus-gaap--SharesIssued_iI_c20221231_zuxZLKk7G38d" title="Common stock issued">1,000,000</span> shares.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Under ASC 718-50 &#8220;Employee Share Purchase Plans&#8221;
the plan is considered a compensatory plan and the compensation for each six-month offering period is computed based upon the grant date
fair value of the estimated shares to be purchased based on the estimated payroll deduction withholdings. The grant date fair value was
computed as the sum of (a) <span id="xdx_909_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_z0TAJt7uG4Gf" title="Purchase discount, percentage">15</span>% purchase discount off of the grant date quoted trading price of the Company&#8217;s common stock and (b)
the fair value of the look-back feature of the Company&#8217;s common stock on the grant date which consists of a call option on <span id="xdx_90A_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--OptionIndexedToIssuersEquityTypeAxis__us-gaap--CallOptionMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_zVevHryBQnxf" title="Purchase discount, percentage">85</span>% of
a share of common stock and a put option on <span id="xdx_900_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--OptionIndexedToIssuersEquityTypeAxis__us-gaap--PutOptionMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_zYLKue3yBX82" title="Purchase discount, percentage">15</span>% of a share of common stock.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of the three months ended September 30, 2023, the
Company has an accrued liability of $<span id="xdx_90F_eus-gaap--AccruedLiabilitiesAndOtherLiabilities_iI_c20230930_z125cce7AXwf" title="Accrued liability">72,801</span> of employee contributions for the ESPP which may convert to shares of common stock upon the
close of the offering period open from July 1, 2023 to December 31, 2023. The liability is offset by restricted cash held by the Company
in the same amount for employee contributions which the Company expects to convert to common stock upon closure of the offering period
at December 31, 2023. Additionally, the Company recorded a stock-based expense  associated with the ESPP for the three and nine
months ended September 30, 2023 of $<span id="xdx_904_eus-gaap--AllocatedShareBasedCompensationExpense_c20230701__20230930_zd2vMqCIcni3" title="Stock-based compensation expense">32,728</span> and $<span id="xdx_90F_eus-gaap--AllocatedShareBasedCompensationExpense_c20230101__20230930_zbzNiXFRzHAi" title="Stock-based compensation expense">98,945</span>, respectively.</p>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>













<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company computed the fair value of the look-back
feature call and put options for January 1, 2023 to September 30, 2023 using a Black Scholes option pricing model using the following
assumptions:</p>

<table cellpadding="0" cellspacing="0" id="xdx_898_eus-gaap--FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_zYMU81lsmUL9" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of black sholes option pricing model)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8BB_zF2E3IoaHYn4" style="display: none">Schedule of black scholes option pricing model</span></td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td><td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td>
    <td colspan="2" style="border-bottom: Black 1pt solid; text-align: center"><p style="margin-top: 0; margin-bottom: 0"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>At</b></span></p>
                                                                               <p style="margin-top: 0; margin-bottom: 0"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>September 30, 2023</b></span></p></td><td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 77%; text-align: justify">Grant date share price</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 20%; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$<span id="xdx_908_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zFZfzVqebYfe" title="Grant date share price">2.10</span> - $<span id="xdx_90F_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z9nuuJLJgQUd" title="Grant date share price">5.13</span></span></td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Grant date exercise price</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">$<span id="xdx_907_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zluk2LhwRxQb" title="Grant date exercise price">1.79
</span></span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">- $<span id="xdx_909_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zNrEF5RvGnse" title="Grant date exercise price">4.36</span></span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Expected term</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><span id="xdx_908_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zASXUqvcmlX8" title="Expected term">0.25</span> years - <span id="xdx_90B_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zb0RVuNCLCVb" title="Expected term">0.5</span> years</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Expected volatility</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><span id="xdx_908_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zVUyj4NWojYg" title="Expected volatility">89.7</span>% - <span id="xdx_90E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zmChZVcVtC9e" title="Expected volatility">103.4</span>%</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Risk-free rate</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"><span id="xdx_90B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_znSRDRXIDiOa" title="Risk-free rate">4.76</span>% - <span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zTYerQP93DQd" title="Risk-free rate">5.53</span>%</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Expected dividend rate</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_dp_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0xoo6BtL7tf" title="Expected dividend rate">0</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td></tr>
  </table>

<p id="xdx_8A1_zgBeK8aNpLjj" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">During the offer period, the Company records stock-based
compensation pro rata as expense and a credit to additional paid-in capital. The Company issued 65,561 common shares on the option exercise
date of June 30, 2023. The following table discloses relevant information for the ESPP at September 30, 2023 and for nine months then
ended.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock_zfJjL2zoPfQl" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of stock-based compensation)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8BD_zgspZ74ad0lk" style="display: none">Schedule of stock-based compensation</span><span style="font-size: 10pt">&#160;</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_49A_20230930_zh0Sz9BVnob4" style="text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;</span></td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="font: bold 8pt Times New Roman, Times, Serif"><span style="font-size: 10pt">&#160;</span></td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"><span style="font-size: 8pt">&#160;</span></td>
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  <tr id="xdx_40B_ecustom--CashPaymentReceivedFromEmployeeWithholdings_iI_znhRnuDOfao7" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_408_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp_iI_zA6kMacJjVhf" style="vertical-align: bottom; background-color: White">
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"><span style="font-size: 10pt">Cash
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  </table>



<p style="margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td style="text-align: justify">&#160;</td><td>&#160;</td>
    <td colspan="2" id="xdx_498_20230101__20230930_zEqoGv0Ymhf5" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: bold 8pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_40E_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseEsppShares_zm9NRNKYm85j" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_402_eus-gaap--EmployeeBenefitsAndShareBasedCompensation_i_pp0p0" style="vertical-align: bottom; background-color: White">
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  <tr id="xdx_40B_ecustom--TotalChargesRelatedToEmployeeStockPurchasePlan_zvFkMwYnYru6" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt">Total increase to equity for nine months ended September 30, 2023</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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  </table>

<p id="xdx_8A3_zvV6Txd7wfqc" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Stock-Based Compensation</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Stock-based compensation expense recognized under
ASC 718-10 for the nine months ended September 30, 2023 and 2022, was $<span id="xdx_90B_eus-gaap--AllocatedShareBasedCompensationExpense_c20230101__20230930__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_pp0p0" title="Stock-based compensation expense">400,645</span> and $<span id="xdx_900_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20220101__20220930__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_zcWpcZ4cnPfi" title="Stock-based compensation expense">592,177</span>, respectively, for stock options granted to
employees. This expense is included in selling, general and administrative expenses in the unaudited consolidated statements of operations.
Stock-based compensation expense recognized during the periods is based on the grant-date fair value of the portion of share-based payment
awards that are ultimately expected to vest during the period. At September 30, 2023, the total compensation cost for stock options not
yet recognized was $<span id="xdx_908_ecustom--TotalCompensationCostForStockOptions_iI_pp0p0_c20230930_zFcjavBjtxeb" title="Total compensation cost">592,927</span>. This cost will be recognized over the remaining vesting term of the options ranging from nine months to two
and one-half years.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>











<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On May 12, 2021, the Board adopted, with shareholder
approval, the 2021 Equity Incentive Plan (the &#8220;2021 Plan&#8221;) providing for the issuance of up to <span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20210511__20210512__us-gaap--PlanNameAxis__custom--Plan2021Member_zsCPKUQFPv45" title="Number of shares issued, shares">1,000,000</span> shares of our common
stock. The purpose of the 2021 Plan is to assist the Company in attracting and retaining key employees, directors and consultants and
to provide incentives to such individuals to align their interests with those of our shareholders. During the third quarter of 2021,
the shareholders approved the issuance of up to one million shares or share equivalents pursuant to the 2021 Plan. The Company filed
an S-8 registration statement in concert with the 2021 Plan which was deemed effective on August 5, 2021. The plan covers a period of
ten years.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On January 1, 2022, the Company awarded certain
senior management and key employees non-qualified stock options under the 2021 Plan.&#160; Specifically, a total of <span id="xdx_90C_ecustom--OptionsToPurchaseSharesOfCommonStock_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zPw7PIKvEt0h" title="Options to purchase shares of common stock">665,000</span>
options were awarded by the Company&#8217;s Compensation Committee and approved by the Board, with a strike price of $<span id="xdx_900_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_iI_c20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z8BTnWC5RIBg" title="Strike price">6.41</span>
per share, a five-year term and vesting equally over a three-year period.&#160; The options serve as a retention tool and contain
key provisions that the holder must remain in good standing with the Company. The options were valued on the grant date at $<span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_iI_c20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z7nkafEUbipe" title="Shares available for grant">1,596,804</span>
using a Black-Scholes model with the following assumptions: (1) expected term of <span id="xdx_909_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zz6WevdEDRoe" title="Expected term">3.0</span>
years using the simplified method, (2) expected volatility rate of <span id="xdx_900_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z5CSpi3jhsR" title="Expected volatility">72</span>%
based on historical volatility, (3) dividend yield of zero, and (4) a discount rate of <span id="xdx_903_eus-gaap--SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_dp_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z6ZBGLBM5Jpc" title="Discount rate">0.97</span>%.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On April 1, 2023, the Board granted to certain key
employees an aggregate of <span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zzSrOpugYLkc" title="Non-qualified stock options, granted">353,117</span> non-qualified stock options with a strike price of $<span id="xdx_909_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_c20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Strike price">4.22</span>, a term of 5-years and 3-year vesting period.
The options were granted prior to the certificates being issued subject to a pending modification of specific language contained within
the option agreement pertaining to certain rights of the holder in the event of a merger or acquisition. The specific language was approved
by the shareholders on May 17, 2023 after which the option certificates were issued with the modified language. The specific language
had no bearing on the grant date nor on the valuation. Following the approval by the shareholders but prior to issuance of the certificates,
one holder resigned from the Company and forfeited <span id="xdx_90B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Non-qualified stock options, forfeited">60,000</span> unvested options leading to a net issuance during the quarter of <span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_c20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Non-qualified stock options, net issuance">293,117</span> non-qualified
stock options. The Company expects to take a charge of $<span id="xdx_905_eus-gaap--ShareBasedCompensation_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pp0p0" title="Non-qualified stock options, charge">567,569</span> during the vesting period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On July 1, 2023, the Company awarded <span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230628__20230702__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_ziswJuPSXUG" title="Non-qualified stock options, granted">50,000</span> non-qualified
stock options for a new employee, subject to final board approval, which have a 5-year term and a 3-year vesting period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><span style="font-size: 8pt">&#160;&#160;</span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">On
August 30, 2023, the Company awarded <span id="xdx_90E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230829__20230830__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zobfmGdcAtpi" title="Non-qualified stock options, granted">70,000</span> non-qualified stock options for a new employee, subject to final board approval, which have
a 5-year term and a 3-year vesting period.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As of September 30, 2023, and December 31, 2022, options
to purchase a total of <span id="xdx_902_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zgvkaSr9kyJ7" title="Number of incentive stock options">1,217,775</span> (net of forfeitures discussed below) shares of common stock and <span id="xdx_908_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zoWLDWHryZoc" title="Number of incentive stock options">926,266</span> shares of common stock were outstanding,
respectively. At September 30, 2023, <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z4nkrDkKYiwg" title="Number of incentive stock options">581,325</span> options were exercisable. Of the total options issued, <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--Plan2016Member_pdd" title="Number of incentive stock options">269,658</span> and <span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--Plan2016Member_pdd" title="Number of incentive stock options">271,266</span> options were outstanding
under the 2016 Equity Incentive Plan, <span id="xdx_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of incentive stock options">882,636</span> and <span id="xdx_903_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of incentive stock options">495,000</span> were outstanding under the 2021 Plan and a further <span id="xdx_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--NonPlanMember_pdd" title="Number of incentive stock options">160,000</span> and <span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--NonPlanMember_pdd" title="Number of incentive stock options">160,000</span> non-plan
options to purchase common stock were outstanding as of September 30, 2023 and December 31, 2022, respectively. The non-plan options were
granted to four executives as hiring incentives, including the Company&#8217;s CEO in the fourth quarter of 2020.</p>


<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>











<table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_zXg6g4TaNOCd" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of options activity)">
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"><span id="xdx_8B3_zJZnGAtObNN6" style="display: none">Schedule of stock option issuance of shares</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
<tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z7V2pefDVE86" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance">926,266</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Exercisable at December 31, 2022</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zGk9Yfn7tKle" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercisable">404,599</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_901_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zp7DMRd18Cv1" title="Weighted average remaining contractual term (Years), Exercisable">3.3</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="vertical-align: top; text-align: left">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Outstanding at December 31, 2022</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0KH9DvwNfhg" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding beginning balance">926,266</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ7hR76zcn62" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding beginning balance">5.74</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_90D_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ2QtedisLz2" title="Weighted average remaining contractual term (Years), Outstanding beginning balance">3.3</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iS_d0_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zu6jHXIoexe9" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Granted</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z2HR3Mu7aDsd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Granted">353,117</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zlyMyVFEcyHe" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Granted">4.22</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_900_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zdtRKFA1mOqh" title="Weighted average remaining contractual term (Years), Granted">4.5</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Exercised/Forfeited/Expired</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_986_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zHVP6wcIrAJb" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercised/Forfeited/Expired">(61,608</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zc1bSqEB9xV" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercised/forfeited/expired">4.48</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_985_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zXz092nYMGd6" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance">1,217,775</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  </table>

<p id="xdx_8AB_zWUQfR3Nouzd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="font-size: 10pt"></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<span style="text-decoration: underline">Warrants</span></p>

<table cellpadding="0" cellspacing="0" id="xdx_89D_eus-gaap--ScheduleOfStockholdersEquityNoteWarrantsOrRightsTextBlock_zq9c9MYtc1Oe" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of activity of warrants)">
  <tr style="vertical-align: bottom">
    <td>&#160;<span id="xdx_8B7_zOhFVN1UQOL6" style="display: none">Schedule of warrants outstanding</span></td><td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td style="text-align: justify">&#160;</td><td>&#160;</td>
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  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td id="xdx_982_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iS_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zrkR7ueeN4Jk" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">Warrants expired, forfeited, cancelled or exercised</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z3clOfAi2cKd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised">(1,228,875</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td id="xdx_984_ecustom--WarrantsExpiredForfeitedCancelledOrExercised_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zJCwqJHxZwUd" style="text-align: right" title="Weighted average exercise price, Warrants expired, forfeited, cancelled or exercised">&#8212;&#160;&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#8212;&#160;&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt">Warrants issued</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98F_eus-gaap--ConversionOfStockSharesIssued1_pdp0_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zmEd00Js87A2" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants issued">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98A_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsjqc0nxl326" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Warrants issued">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">Outstanding at December 31, 2022</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_pdp0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zouDDBZxXw8f" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance">147,591</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_984_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iE_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zIgmVSAGUiq9" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Outstanding ending balance">8.63</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_90F_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zeesqXPevDXe" title="Weighted average remaining contractual term (Years), Outstanding ending balance">0.8</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iE_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zxtWrBiAmExb" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p id="xdx_8AC_zwcJNpiMS6qg" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>















<span></span>
</td>
</tr>
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<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_EquityAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_EquityAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockholdersEquityNoteDisclosureTextBlock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for equity.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (h)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 14<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-14<br><br>Reference 4: 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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200445992752">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>REVENUE AND CONTRACT ACCOUNTING<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerAbstract', window );"><strong>Revenue from Contract with Customer [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerTextBlock', window );">REVENUE AND CONTRACT ACCOUNTING</a></td>
<td class="text"><p id="xdx_80B_eus-gaap--RevenueFromContractWithCustomerTextBlock_zurqxtC6Sqjg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 6 - <span id="xdx_827_zHKxLXYgxq16">REVENUE AND CONTRACT ACCOUNTING</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Revenue Recognition and Contract Accounting</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company generates revenue from four sources: (1)
Technology Systems; (2) AI Technology which is included in the consolidated statements of operations line-item Technology Systems; (3)
Technical Support; and (4) Consulting Services which is included in the consolidated statements of operations line-item Services and Consulting.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract assets and contract liabilities on uncompleted
contracts for revenues recognized over time are as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Contract Assets</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract assets on uncompleted contracts represent
cumulative revenues recognized in excess of billings and/or cash received on uncompleted contracts accounted for under the cost-to-cost
input method, which recognizes revenue based on the ratio of cost incurred to total estimated costs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023 and December 31, 2022, contract
assets on uncompleted contracts consisted of the following:</p>

<table cellpadding="0" cellspacing="0" id="xdx_892_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_za3qEV3NUMb6" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract assets)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B4_zw3xbE4pYnBk" style="display: none">Schedule of contract assets on uncompleted contracts</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_498_20230930_z9oGTnokv4ni" style="text-align: center">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" id="xdx_499_20221231_z8aCtssb3Ra8" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30,</b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2023</b></p></td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify">Cumulative revenues recognized</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right">8,594,322</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right">5,934,205</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr id="xdx_40E_ecustom--BillingsOrCashReceived_iNI_di_zL1KUjTKV5ud" style="vertical-align: bottom; background-color: White">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(7,247,591</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_402_eus-gaap--ContractWithCustomerAssetNetCurrent_iI_zmPhITG4G4Ib" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt">Contract assets</td><td style="font-family: Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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  </table>

<p id="xdx_8A9_zQHl6LyUpCTk" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>











<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline">Contract Liabilities</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract liabilities on uncompleted contracts represent
billings and/or cash received that exceed cumulative revenues recognized on uncompleted contracts accounted for under the cost-to-cost
input method, which recognizes revenues based on the ratio of the cost incurred to total estimated costs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract liabilities on services and consulting revenues
represent billings and/or cash received in excess of revenue recognized on service agreements that are not accounted for under the cost-to-cost
input method.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023 and December 31, 2022, contract
liabilities on uncompleted contracts and contract liabilities on services and consulting consisted of the following:</p>

<table cellpadding="0" cellspacing="0" id="xdx_898_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_zO01wOfzZfq3" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract liabilities)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B2_zLZeJOakXYt7" style="display: none">Schedule of contract liabilities on uncompleted contracts</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_49F_20230930_zW800lx2Ul8k" style="text-align: center">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" id="xdx_491_20221231_zwryQjS8oqgc" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30, </b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2023</b></p></td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>December 31,</b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2022</b></p></td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr id="xdx_401_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_zVncIqR9KXtb" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify">Billings and/or cash receipts on uncompleted contracts</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right">972,908</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right">4,355,470</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr id="xdx_408_ecustom--CostAndEstimatedEarningsRecognized_iNI_di_znDJ2c6KTMO3" style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt">Less: Cumulative revenues recognized</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(199,976</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(4,144,018</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr id="xdx_409_ecustom--ContractLiabilitiesTechnologiesSystems_iI_ztsteNOO69Ne" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Contract liabilities, technology systems</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">772,932</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">211,452</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_400_ecustom--ContractLiabilitiesServicesAndConsulting_iI_zdNdP0xqdJfg" style="vertical-align: bottom; background-color: White">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">815,996</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">746,545</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr id="xdx_404_eus-gaap--ContractWithCustomerLiability_iI_zniatBagVkok" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt">Total contract liabilities</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">1,588,928</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">957,997</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  </table>

<p id="xdx_8A7_z7JmKxW3Odi7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract liabilities at December 31, 2022 were $<span id="xdx_908_eus-gaap--ContractWithCustomerLiabilityCurrent_iI_pp0p0_c20221231_zkpB5LnKq496" title="Contract liabilities">957,997</span>;
of which $<span id="xdx_90A_ecustom--ContractLiabilitiesTechnologiesSystems_iI_pp0p0_c20221231_zE0bgmZP0Wwf" title="Technology systems">211,452</span> for technology systems and $<span id="xdx_906_ecustom--ConsultingRecognized_pp0p0_c20230101__20230930_zVDtJ7r6ZHc6" title="Consulting recognized">636,822</span> in services and consulting have been recognized as of September 30, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company expects to recognize all contract liabilities
within 12 months from the respective consolidated balance sheet date.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>







<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Disaggregation of Revenue </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company is following the guidance of ASC 606-10-55-296
and 297 for disaggregation of revenue. Accordingly, revenue has been disaggregated according to the nature, amount, timing and uncertainty
of revenue and cash flows. We are providing qualitative and quantitative disclosures.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Qualitative:</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">1.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">We have four distinct revenue sources:</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt">&#160;</p>















<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Quantitative:</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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    <td style="padding-bottom: 1pt; text-align: left">&#160;</td><td style="padding-bottom: 1pt; text-align: right">&#160;</td><td style="padding-bottom: 1pt; text-align: left">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>











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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span style="text-decoration: underline">For the Nine Months Ended September 30, 2023</span></b></p>

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  <tr style="vertical-align: bottom; background-color: White">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>





<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span style="text-decoration: underline">For the Nine Months Ended September 30, 2022</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure of revenue from contract with customer to transfer good or service and to transfer nonfinancial asset. Includes, but is not limited to, disaggregation of revenue, credit loss recognized from contract with customer, judgment and change in judgment related to contract with customer, and asset recognized from cost incurred to obtain or fulfill contract with customer. Excludes insurance and lease contracts.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 9<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-9<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-10<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 15<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-15<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (e)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-12<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (b)(2)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-13<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Name Accounting Standards Codification<br> -Topic 606<br> -Publisher FASB<br> -URI https://asc.fasb.org//606/tableOfContent<br></p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200448635872">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEFINED CONTRIBUTION PLAN<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CompensationRelatedCostsAbstract', window );"><strong>Compensation Related Costs [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CompensationRelatedCostsGeneralTextBlock', window );">DEFINED CONTRIBUTION PLAN</a></td>
<td class="text"><p id="xdx_80C_eus-gaap--CompensationRelatedCostsGeneralTextBlock_ztkKh60mfDd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 7 &#8211; <span id="xdx_825_zHIqbgZb721g">DEFINED CONTRIBUTION PLAN</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">The
Company has a 401(k)-retirement savings plan (the &#8220;401(k) Plan&#8221;) covering all eligible employees. The 401(k) Plan allows
employees to defer a portion of their annual compensation, and the Company may match a portion of the employees&#8217; contributions
generally after the first nine months of service. During the three months ended September 30, 2023, the Company matched 100% of the first
4% of eligible employee compensation that was contributed to the 401(k) Plan. For the three and nine months ended September 30, 2023,
the Company recognized expense for matching cash contributions to the 401(k) Plan totaling $<span id="xdx_90C_eus-gaap--DefinedBenefitPlanServiceCost_pp0p0_c20230701__20230930_zgWs5rdijCH7" title="Cash contributions">59,508
</span></span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">and $<span id="xdx_904_eus-gaap--DefinedBenefitPlanServiceCost_pp0p0_c20230101__20230930_zNCraW9g7yZi" title="Cash contributions">158,852</span></span><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">,
respectively.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>

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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for compensation costs, including compensated absences accruals, compensated absences liability, deferred compensation arrangements and income statement compensation items. Deferred compensation arrangements may include a description of an arrangement with an individual employee, which is generally an employment contract between the entity and a selected officer or key employee containing a promise by the employer to pay certain amounts at designated future dates, usually including a period after retirement, upon compliance with stipulated requirements. This type of arrangement is distinguished from broader based employee benefit plans as it is usually tailored to the employee. Disclosure also typically includes the amount of related compensation expense recognized during the reporting period, the number of shares (units) issued during the period under such arrangements, and the carrying amount as of the balance sheet date of the related liability.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 710<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//710/tableOfContent<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 710<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482969/710-10-50-1<br></p></div>
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<tr>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446542528">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>RELATED PARTY TRANSACTIONS<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RelatedPartyTransactionsAbstract', window );"><strong>Related Party Transactions [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RelatedPartyTransactionsDisclosureTextBlock', window );">RELATED PARTY TRANSACTIONS</a></td>
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<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">There were no related party transactions for the periods
reflected in this report.</p>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>













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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for related party transactions. Examples of related party transactions include transactions between (a) a parent company and its subsidiary; (b) subsidiaries of a common parent; (c) and entity and its principal owners; and (d) affiliates.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480990/946-20-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 5<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480990/946-20-50-5<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480990/946-20-50-6<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 235<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481062/946-235-50-2<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 235<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (e)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481062/946-235-50-2<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 850<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483326/850-10-50-1<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-07(2)(g)(3))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-1<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-07(2)(c))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-1<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-07(2)(e))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-1<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 850<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//850/tableOfContent<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 850<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483326/850-10-50-6<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 850<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483326/850-10-50-1<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 850<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483326/850-10-50-1<br></p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200447140400">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>SALE OF ASSETS<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_DisclosureSaleOfAssetsAbstract', window );"><strong>Sale Of Assets</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SaleOfAssetsTextBlock', window );">SALE OF ASSETS</a></td>
<td class="text"><p id="xdx_80B_ecustom--SaleOfAssetsTextBlock_zkOlg7wOZrNc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 9 &#8211; <span id="xdx_82B_zdOE5C1xiK9">SALE OF ASSETS</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On June 29, 2023, the Company completed a transaction
whereby it sold assets related to its Integrated Correctional Automation System (iCAS) business with a single customer. In the fourth
quarter of 2022, the Company elected to not renew a support contract due to the limited nature of the business. The transaction was completed
with a third-party buyer of which the Company&#8217;s former Chief Financial Officer is a director. Said former officer did not participate
in the transaction on behalf of the Company.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The assets of the iCAS business were sold for a convertible
promissory note with a principal amount of $<span id="xdx_901_ecustom--PrincipalAmount_pp0p0_c20230101__20230930_zSzElIJE4vsk" title="Principal amount">165,000</span> with a <span id="xdx_904_ecustom--OriginalIssueDiscount_dp_c20230101__20230930_z137u1R6DuE1" title="Original issue discount">10</span>% original issue discount as well as common stock purchase warrants. The
note matures in 2 years from the date of sale and is convertible immediately through the later of the maturity date or payment by the
borrower of the default amount, as defined in the note, into shares of the buyer&#8217;s common stock at a conversion price of $<span id="xdx_900_eus-gaap--DebtInstrumentConvertibleConversionPrice1_iI_c20230930_zyUBrGHK1bf6" title="Conversion price">0.003
</span>or <span id="xdx_905_eus-gaap--CommonStockDividendsShares_c20230101__20230930_zJJdhD9yhu6h" title="Common stock shares">55,000,000</span> shares. The conversion of the note carries restrictions which include limiting conversion to the extent it would exceed
4.99% of the common stock outstanding of the buyer. The convertible promissory note is subject to standard anti-dilution provisions.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The common stock purchase warrants are for a total
of <span id="xdx_906_ecustom--PurchaseOfCommonStockWarrants_c20230101__20230930_znqa6m4C6f9f" title="Purchase of common stock warrants">55,000,000</span> common shares of the buyer at an exercise price of $<span id="xdx_90D_eus-gaap--WarrantExercisePriceIncrease_c20230101__20230930_zxRULQSKfLCe" title="Exercise price">0.01</span> per share. The warrants are subject to standard anti-dilution provisions. The
warrants are not exercisable until on or after six months from the issuance date and no later than on or before the third anniversary
of the issuance date. The Company may exercise the warrants at any time after the six-month anniversary of the issuance date on a cashless
basis if there is no effective registration statement covering the resale of the Warrant Shares at prevailing market prices by the holder.
The exercise of these warrants is subject to beneficial ownership limits of 4.99% which may be increased by the holder up to 9.99% as
defined in the warrant . Given that the shares carried no intrinsic value at the time of the transaction and that the overall fair value
is de minimis, the Company has not recorded the warrants associated with the transaction.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company recognized a gain on sale of assets of
$<span id="xdx_90A_eus-gaap--GainLossOnSalesOfAssetsAndAssetImpairmentCharges_c20230101__20230930_zeScnO7Edgh4" title="Sale of assets">150,000</span>, which is included in other income.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The original issue discount is being accrued
into interest income over the term of the note.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The note receivable was recorded as follows on September
30, 2023:</p>

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    <td><span id="xdx_8B8_z1rrVXe3xpy8" style="display: none">Schedule of note receivable</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_498_20230930_zvi2GlbsD2Ti" style="text-align: center">&#160;</td><td>&#160;</td></tr>
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    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30,</b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2023</b></p></td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 83%; text-align: justify">Convertible note receivable</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right">165,000</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt">Unamortized discount</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(13,125</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr id="xdx_403_ecustom--ConvertibleNoteReceivableNet_iI_zYEE6lNn5yU1" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt">Convertible note receivable, net</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">151,875</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
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<p id="xdx_8A8_zJR6KMYQwiMi" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>















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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446876720">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>SUBSEQUENT EVENTS<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventsAbstract', window );"><strong>Subsequent Events [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventsTextBlock', window );">SUBSEQUENT EVENTS</a></td>
<td class="text"><p id="xdx_80E_eus-gaap--SubsequentEventsTextBlock_zFWJocFPumP5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 10 &#8211; <span id="xdx_822_zOObhSGtrHv6">SUBSEQUENT EVENTS</span></b></p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> On November 9, 2023, the Company entered into a
Securities Purchase Agreement (the &#8220;Purchase Agreement&#8221;) with an existing investor in the Company (the
&#8220;Purchaser&#8221;). Pursuant to the Purchase Agreement, the Purchaser purchased <span id="xdx_909_eus-gaap--PreferredUnitsAuthorized_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zR2goouyLWdk" title="Shares sold to investors">2,500 </span>shares
of authorized Series E Convertible Preferred Stock (the &#8220;Series E Convertible Preferred Stock&#8221;), at a price of $<span id="xdx_903_eus-gaap--SharePrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zWsWZ4de2blj" title="Share price">1,000</span>
per share, and the Company received proceeds of $<span id="xdx_908_eus-gaap--ProceedsFromIssuanceOfPreferredStockAndPreferenceStock_c20231107__20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_z4UXnmGW9Kch" title="Received proceeds">2,500,000</span>.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The November Purchase Agreement also provides that
the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the November Purchase
Agreement) on or prior to June 30, 2024 that entitles any person to acquire shares of common stock at an effective price per share less
than the then conversion price of the Series E Preferred Stock without the consent of the Purchasers. The conversion price of the Series
E Preferred Stock currently is $<span id="xdx_90E_ecustom--ConversionPrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zwrRDxzC3HSk" title="Conversion price">3.00</span> per share (subject to adjustment).</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of the
parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Purchase Agreement, the Company also entered into a Registration Rights Agreement with the
Purchasers. Pursuant to the Registration Rights Agreement, the Company shall file with the SEC a registration statement covering the
resale by the Purchasers of the shares of common stock into which the shares of Series E Preferred Stock are convertible. Subject to
certain conditions, the Company must cause the registration statement to be declared effective by 90 days after closing (or in the
event of a full review by the SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties,
agreements and indemnification rights and obligations of the parties.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each share of Series E Convertible Preferred
Stock is convertible, at any time and from time to time, at the option of the holder, into that number of shares of common stock
(subject to the Beneficial Ownership Limitation) determined by dividing the stated value of such share ($<span id="xdx_905_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__us-gaap--SeriesEPreferredStockMember_zMxKIZhMMoO" title="Preferred stock, par value">1,000</span>)
by the conversion price, which is $<span id="xdx_90A_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__us-gaap--SeriesEPreferredStockMember_zY6JsrVWmhf5" title="Preferred stock, conversion price per share">3.00</span>
(subject to standard anti-dilution provisions). The Company shall not affect any conversion of the Series E Convertible Preferred
Stock, and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent
that after giving effect to the conversion sought by the holder such holder (together with such holder&#8217;s Attribution Parties
(as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the
number of shares of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable upon
such conversion (the &#8220;Beneficial Ownership Limitation&#8221;). Each Purchaser elected the 19.99% Beneficial Ownership
Limitation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The terms of the Series E Preferred Stock provide
that, without shareholder approval (the "Stockholder Approval"), the Company may not issue upon the conversion of any shares
of Series E Preferred Stock a number of shares of common stock which, when aggregated with any shares of common stock issued upon conversion
of any other shares of Series E Preferred Stock, would exceed <span id="xdx_904_ecustom--ConversionShares_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zqtH86E23cHb" title="Conversion shares">1,430,484</span> (subject to adjustment). Such number represents 20% of the number
of shares of common stock issued and outstanding upon the filing of the Series E Preferred Stock Certificate of Designation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"> To obtain the stockholder approval, the Company
is required to hold a meeting of shareholders at the earliest practical date, but in no event later than 120 days after closing (or
150 days in the event of a review of the proxy statement by the Securities and Exchange Commission (the &#8220;SEC&#8221;)) to seek
approval for the conversion of Series E Preferred Stock into common stock above the allowed amount. The terms of the Series E
Preferred Stock limit its convertibility until the Company receives shareholder approval (the &#8220;Stockholder Approval&#8221;).
If the Company does not obtain the Stockholder Approval at the first meeting, it is required to hold shareholder meetings every four
months until the Stockholder Approval is obtained.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In connection with the Purchase Agreement of
Series F Convertible Preferred Stock, completed on August 2, 2023, certain protections existed for the investor if the Company
completed a share offering with an equivalent common stock price of less than the $<span id="xdx_90E_eus-gaap--SharePrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zim1pSej8f69" title="Common stock price">6.20</span>
on or before December 31, 2023. In such an event, the investor of Series F Convertible Preferred Stock shall exchange the Series F
shares for an equivalent to the lower common stock equivalent price for any transactions completed prior to December 31, 2023. In
connection with the November 9, 2023 Series E Convertible Preferred Stock offering, the Company entered into an Exchange Agreement
with the investor and issued an additional <span id="xdx_902_eus-gaap--SharesIssued_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zFUqedtmazN8" title="Additional shares">5,000</span>
shares of Series E Convertible Preferred Stock at $<span id="xdx_903_eus-gaap--SharePrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zYJHoQOderQd" title="Share price">1,000</span> per share with $<span id="xdx_903_eus-gaap--SharesIssuedPricePerShare_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zcBdsis1wbhk" title="Common per share">3.00</span>
per common share equivalent in exchange for  <span id="xdx_90A_ecustom--StockExchangeShares_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zvAIBpwbuVN5" title="Exchange shares">5,000</span> outstanding and issued shares of Series F Convertible Preferred Stock. All
shares of Series F Convertible Preferred Stock were held by a single shareholder.</p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for significant events or transactions that occurred after the balance sheet date through the date the financial statements were issued or the date the financial statements were available to be issued. Examples include: the sale of a capital stock issue, purchase of a business, settlement of litigation, catastrophic loss, significant foreign exchange rate changes, loans to insiders or affiliates, and transactions not in the ordinary course of business.</p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446554560">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Policies)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AccountingPoliciesAbstract', window );"><strong>Accounting Policies [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_NatureOfOperationsPolicyTextBlock', window );">Nature of Operations</a></td>
<td class="text"><p id="xdx_84E_ecustom--NatureOfOperationsPolicyTextBlock_z7gBgYnuiaK4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zcAUect9zrHh">Nature of Operations</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Duos Technologies Group, Inc. (the &#8220;Company&#8221;),
through its operating subsidiaries, Duos Technologies, Inc. (&#8220;Duos&#8221;) and TrueVue360, Inc. (&#8220;TrueVue360&#8221;) (collectively
the &#8220;Company&#8221;), is a company that specializes in machine vision and artificial intelligence to analyze fast moving objects
such as trains, trucks, automobiles, and aircraft. This technology can help improve safety, maintenance, and operating metrics.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company is the inventor of the Railcar Inspection
Portal (RIP) and is currently the rail industry leader for machine vision/camera wayside detection systems that include the use of Artificial
Intelligence at speeds up to 125 mph. The RIP inspects a train at full speed from the top, sides, and bottom looking at FRA/AAR mandated
safety inspection points. The system also detects illegal riders that assists law enforcement agencies. Each rail car is scanned with
machine vision cameras and other sensors from the top, sides, and bottom and images are produced within seconds of passing that can be
used by the customer to help prevent derailments, improve maintenance operations, and assist with security. The Company self-performs
all aspects of hardware, software, IT, and Artificial Intelligence development and engineering and holds several patents and maintains
significant intellectual property. The Company also has a proprietary portfolio of over 40 Artificial Intelligence &#8220;Use Cases&#8221;
that automatically flag defects. The Company has deployed this system with several Class 1 and passenger customers and anticipates an
increased demand in the future from rail operators, car owners, shippers, and law enforcement agencies.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has also developed the Automated Logistics
Information System (ALIS) which automates gatehouse operations where trucks enter and exit large logistics and intermodal facilities.
This solution also incorporates sensors and data points as necessary for each operation and directly interconnects with backend logistics
databases and processes to streamline operations and significantly improve operations and security and, importantly, dramatically improves
throughput on each lane on which the technology is deployed. The Company expects to deploy an upgraded Truck Inspection Portal (TIP) which
uses the same technology and lessons learned from the ALIS and RIP systems.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s strategy is to expand our
existing customer base in the Class 1, short line, and passenger space in North America; expand our subscription offering to car
owners and shippers; and expand operations to meet the demand from international customers. The Company has prepared to respond and
scale if necessary to react to increased demand from potential regulations that may be imposed around wayside detection technology.
In the future the Company may put more emphasis on the trucking and intermodal sector with an updated Truck Inspection Portal
solution. The Company continues to focus on operational and technical excellence, customer satisfaction, and maintaining a highly
skilled and performance-based work force.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>















<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_BasisOfAccountingPolicyPolicyTextBlock', window );">Basis of Presentation</a></td>
<td class="text"><p id="xdx_840_eus-gaap--BasisOfAccountingPolicyPolicyTextBlock_zn4d9h5SkxNe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_867_zmK5SR1efIGh">Basis of Presentation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The accompanying unaudited consolidated financial
statements have been prepared in accordance with U.S. generally accepted accounting principles (&#8220;GAAP&#8221;) for interim financial
information and with the instructions to Form 10-Q and Article 8 of Regulation S-X. Accordingly, they do not include all of the information
and footnotes required by U.S. GAAP for complete financial statements. In the opinion of management, all adjustments (all of which are
of a normal recurring nature) considered necessary for a fair presentation have been included. Operating results for the nine months ended
September 30, 2023 are not necessarily indicative of the results that may be expected for the year ending December 31, 2023 or for any
other future period. These unaudited consolidated financial statements and the unaudited condensed notes thereto should be read in conjunction
with the audited consolidated financial statements and notes thereto included in the Company&#8217;s Annual Report on Form 10-K for the
year ended December 31, 2022 filed with the Securities and Exchange Commission (the &#8220;SEC&#8221;) on March 31, 2023.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConsolidationPolicyTextBlock', window );">Principles of Consolidation</a></td>
<td class="text"><p id="xdx_841_eus-gaap--ConsolidationPolicyTextBlock_zKiCM4cJofQ4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86A_zuJAIL8tJkt">Principles of Consolidation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The unaudited consolidated financial statements include
Duos Technologies Group, Inc. and its wholly owned subsidiaries, Duos Technologies, Inc. and TrueVue360 Inc. All inter-company transactions
and balances are eliminated in consolidation.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_UseOfEstimates', window );">Use of Estimates</a></td>
<td class="text"><p id="xdx_840_eus-gaap--UseOfEstimates_zaJRRNWDKCH" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_865_ziOYgT7tSKcg">Use of Estimates</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The preparation of financial statements in conformity
with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that
affect the reported amounts of assets and liabilities and disclosures of contingent assets and liabilities at the date of the consolidated
financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results may differ from these
estimates. The most significant estimates in the accompanying unaudited consolidated financial statements include the allowance on accounts
receivable and notes receivable, valuation of common stock warrants received in exchange for an asset sale, valuation of deferred tax
assets, valuation of intangible and other long-lived assets, estimates of net contract revenues and the total estimated costs to determine
progress towards contract completion, valuation of inventory, estimates of the valuation of right of use assets and corresponding lease
liabilities, valuation of warrants issued with debt and valuation of stock-based awards. We base our estimates on historical experience
and on various other assumptions that we believe are reasonable under the circumstances, the results of which form the basis for making
judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ
from these estimates.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;&#160;</b></p>

<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskCreditRisk', window );">Concentrations</a></td>
<td class="text"><p id="xdx_840_eus-gaap--ConcentrationRiskCreditRisk_zumW3aQsDLG1" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_862_zDfTjttCT3L6">Concentrations</span> </span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Cash Concentrations</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Cash is maintained at financial institutions and at
times, balances may exceed federally insured limits. We have not experienced any losses related to these balances. As of September 30,
2023, the balance in one financial institution exceeded federally insured limits by approximately $<span id="xdx_901_eus-gaap--CashUninsuredAmount_iI_pp0p0_c20230930_zXQoJu97Lt4i" title="Federally insured limits">2,768,466</span>. Any loss incurred or a lack
of access to such funds could have a significant adverse impact on the Company&#8217;s consolidated financial condition, results of operation
and cash flows.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>Significant Customers and Concentration of Credit Risk</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white">The Company had certain customers
whose revenue individually represented 10% or more of the Company&#8217;s total revenue, or whose accounts receivable balances individually
represented 10% or more of the Company&#8217;s total accounts receivable, as follows:</p>

<p style="font: 8pt Arial, Helvetica, Sans-Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For the nine months ended September 30, 2023, two
customers accounted for <span id="xdx_908_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zoqWlS8KLYok" title="Concentration risk, percentage">55</span>% and <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zJNXH1ObSvm1" title="Concentration risk, percentage">29</span>% of revenues. For the nine months ended September 30, 2022, four customers accounted for <span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zTeDlTN354b5" title="Concentration risk, percentage">25</span>%, <span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zvXy3raVjGch" title="Concentration risk, percentage">21</span>%,
<span id="xdx_90E_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z9EmzvmERWa7" title="Concentration risk, percentage">19</span>% and <span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_ztGeizOOyFVf" title="Concentration risk, percentage">19</span>% of revenues. In all cases, there are no minimum contract values stated. Each contract covers an agreement to deliver a Railcar
Inspection Portal which, once accepted, must be paid in full, with <span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--CustomerMember__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zEjixALsQ903" title="Concentration risk, percentage">30</span>% or more being due and payable prior to delivery. The balances of
the contracts are for service and maintenance which is paid annually in advance with revenues recorded ratably over the contract period.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>















<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023, three customers accounted for
<span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zXqENAxrsINj" title="Concentration risk, percentage">52</span>%, <span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z8k5AiFL232d" title="Concentration risk, percentage">25</span>%, and <span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zKvgrhMiYckk" title="Concentration risk, percentage">14</span>% of accounts receivable. At December 31, 2022, four customers accounted for <span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zkAAyz9YYZNj" title="Concentration risk, percentage">34</span>%, <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zfNMguW71ond" title="Concentration risk, percentage">31</span>%, <span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zuidqyx7tTJk" title="Concentration risk, percentage">19</span>% and <span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zZPtv1QzwVgl" title="Concentration risk, percentage">10</span>% of accounts receivable.
Much of the credit risk is mitigated since all the customers listed here are Class 1 railroads with a history of timely payments to us.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<b>&#160;</b></p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Geographic Concentration</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For the nine months ended September 30, 2023,
approximately <span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember__srt--StatementGeographicalAxis__country--US_zsqak756hjDc" title="Concentration risk, percentage">37</span>%
of revenue was generated from three customers outside of the United States. For the nine months ended September 30, 2022,
approximately <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zxRJuvEMiBwa" title="Concentration risk, percentage">54</span>%
of revenue was generated from four customers outside of the United States. These customers are Canadian and Mexican, and, for the
nine months ended September 30, 2023, two of the three are Class 1 railroads operating in the United States. <b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Significant Vendors and Concentration of Credit
Risk</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In some instances, the Company relies on a limited
pool of vendors for key components related to the manufacturing of its subsystems. These vendors are primarily focused on camera, server
and lighting technologies integral to the Company&#8217;s solution. Where possible, the Company seeks multiple vendors for key components
to mitigate vendor concentration risk.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_FairValueMeasurementPolicyPolicyTextBlock', window );">Fair Value of Financial Instruments and Fair Value Measurements</a></td>
<td class="text"><p id="xdx_841_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zFj6oQwzREja" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_865_z7QQmKT39Jrh">Fair Value of Financial Instruments and Fair Value Measurements</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows Accounting Standards Codification
(&#8220;ASC&#8221;) 820, &#8220;Fair Value Measurements and Disclosures&#8221; (&#8220;ASC 820&#8221;), for assets and liabilities measured
at fair value on a recurring basis. ASC 820 establishes a common definition for fair value to be applied to existing generally accepted
accounting principles that requires the use of fair value measurements, establishes a framework for measuring fair value and expands disclosure
about such fair value measurements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">ASC&#160;820 defines fair value as the price that
would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement
date. Additionally, ASC&#160;820 requires the use of valuation techniques that maximize the use of observable inputs and minimize the
use of unobservable inputs.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">These inputs are prioritized below:&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 10%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 1:</span></td>
    <td style="width: 90%"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;</span></td></tr>
  <tr style="vertical-align: top">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 2:</span></td>
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;</span></td></tr>
  <tr style="vertical-align: top">
    <td><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Level 3:</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Unobservable inputs for which there is little or no market data, which require the use of the reporting entity&#8217;s own assumptions that the market participants would use in the valuation of the asset or liability based on the best available information.</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company analyzes all financial instruments with
features of both liabilities and equity under the Financial Accounting Standard Board&#8217;s (&#8220;FASB&#8221;) accounting standard
for such instruments. Under this standard, financial assets and liabilities are classified in their entirety based on the lowest level
of input that is significant to the fair value measurement.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The estimated fair value of certain financial instruments,
including accounts receivable, prepaid expenses, accounts payable, accrued expenses and notes payable are carried at historical cost basis,
which approximates their fair values because of the short-term nature of these instruments.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TradeAndOtherAccountsReceivablePolicy', window );">Accounts Receivable</a></td>
<td class="text"><p id="xdx_84B_eus-gaap--TradeAndOtherAccountsReceivablePolicy_zTjuH6WPrKih" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86F_zGQEPjALRj4j">Accounts Receivable</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On January 1, 2023, the Company adopted ASC 326, &#8220;Financial
Instruments - Credit Losses&#8221;. In accordance with ASC 326, an allowance is maintained for estimated forward-looking losses resulting
from the possible inability of customers to make required payments (current expected losses). The amount of the allowance is determined
principally on the basis of past collection experience and known financial factors regarding specific customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>










<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accounts receivable are stated at estimated net
realizable value. Accounts receivable are comprised of balances due from customers net of estimated allowances for uncollectible
accounts. In determining the collections on the account, historical trends are evaluated, and specific customer issues are reviewed
to arrive at appropriate allowances. The Company reviews its accounts to estimate losses resulting from the inability of its
customers to make required payments. Any required allowance is based on specific analysis of past due accounts and also considers
historical trends of write-offs. Past due status is based on how recently payments have been received from customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_InventoryPolicyTextBlock', window );">Inventory</a></td>
<td class="text"><p id="xdx_845_eus-gaap--InventoryPolicyTextBlock_zH6to8RiPrB1" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86A_zJSMHWxPkCUc">Inventory</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Inventory consists primarily of spare parts and consumables
and long lead time components to be used in the production of our technology systems or in connection with maintenance agreements with
customers. Any inventory deemed to be obsolete is written off. Inventory is stated at the lower of cost or net realizable value. Inventory
cost is primarily determined using the weighted average cost method.</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<p style="font: 4pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock', window );">Software Development Costs</a></td>
<td class="text"><p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbFAmpDBEqL7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_868_zfqsSEj0gbbh">Software Development Costs</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Software development costs incurred prior to establishing
technological feasibility are charged to operations and included in research and development costs. The technological feasibility of a
software product is established when the Company has completed all planning, designing, coding, and testing activities that are necessary
to establish that the product meets its design specifications, including functionality, features, and technical performance requirements.
Software development costs incurred after establishing technological&#160;feasibility for software sold as a perpetual license, as defined
within ASC 985-20 (Software &#8211; Costs of Software to be Sold, Leased, or Marketed), are capitalized and amortized on a product-by-product
basis when the product is available for general release to customers.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CompensationRelatedCostsPolicyTextBlock', window );">Stock-Based Compensation</a></td>
<td class="text"><p id="xdx_846_eus-gaap--CompensationRelatedCostsPolicyTextBlock_zxwzcc5wwVrk" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86F_z1lk737CKU65">Stock-Based Compensation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company accounts for employee stock-based compensation
in accordance with ASC 718-10, &#8220;<i>Share-Based Payment</i>,&#8221; which requires the measurement and recognition of compensation
expense for all share-based payment awards made to employees and directors including employee stock options, restricted stock units, and
employee stock purchases based on estimated fair values.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates the fair value of stock options
granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis over the requisite
service periods of the awards, which is generally the vesting period. The Company&#8217;s determination of fair value using an option-pricing
model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company estimates volatility based upon the historical
stock price of the Company and estimates the expected term for stock options using the simplified method for employees and directors and
the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities
with similar maturities.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock', window );">Revenue Recognition</a></td>
<td class="text"><p id="xdx_84F_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zmgc0g9QcTP9" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_868_zl3K7SitN3">Revenue Recognition</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows Accounting Standards Codification
606, Revenue from Contracts with Customers (&#8220;ASC 606&#8221;), that affects the timing of when certain types of revenues will be
recognized. The basic principles in ASC 606 include the following: a contract with a customer creates distinct contract assets and performance
obligations, satisfaction of a performance obligation creates revenue, and a performance obligation is satisfied upon transfer of control
to a good or service to a customer.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Revenue is recognized by evaluating our revenue contracts
with customers based on the five-step model under ASC 606:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">1.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Identify the contract with the customer;</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">2.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Identify the performance obligations in the contract;</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">3.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Determine the transaction price;</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>








<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">4.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Allocate the transaction price to separate performance obligations; and</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">5.</span></td>
    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Recognize revenue when (or as) each performance obligation is satisfied.</span></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company generates revenue from four sources:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(1) Technology Systems</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(2) AI Technologies</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(3) Technical Support</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(4) Consulting Services</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Technology Systems</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">For revenues related to technology systems, the Company
recognizes revenue over time using a cost-based input methodology in which significant judgment is required to estimate costs to complete
projects. These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue
to recognize.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Accordingly, the Company bases its revenue recognition
on ASC 606-10-25-27, where control of a good or service transfers over time if the entity&#8217;s performance does not create an asset
with an alternative use to the entity and the entity has an enforceable right to payment for performance completed to date including a
profit margin or reasonable return on capital. Control is deemed to pass to the customer instantaneously as the goods are manufactured
and revenue is recognized accordingly.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In addition, the Company has adopted ASC 606-10-55-21
such that if the cost incurred is not proportionate to the progress in satisfying the performance obligation, we adjust the input method
to recognize revenue only to the extent of the cost incurred. Therefore, the Company will recognize revenue at an equal amount to the
cost of the goods to satisfy the performance obligation. To accurately reflect revenue recognition based on the input method, the Company
has adopted the implementation guidance as set out in ASC-606-10-55-187 through 192.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Under this method, contract revenues are recognized
over the performance period of the contract in direct proportion to the costs incurred. Costs include direct material, direct labor, subcontract
labor and other allocable indirect costs. All un-allocable indirect costs and corporate general and administrative costs are also charged
to the periods as incurred. Any recognized revenues that have not been billed to a customer are recorded as an asset in &#8220;contract
assets&#8221;. Any billings of customers more than recognized revenues are recorded as a liability in &#8220;contract liabilities&#8221;.
However, in the event a loss on a contract is foreseen, the Company will recognize the loss when such loss is determined to be both probable
and reasonably estimable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>











<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>AI Technologies</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company has revenue from applications that incorporate
artificial intelligence (AI) in the form of predetermined algorithms which provide important operating information to the users of our
systems. The revenue generated from these applications of AI consists of a fixed fee related to the design, development, testing and incorporation
of new algorithms into the system, which is recognized as revenue at a point in time upon acceptance, as well as an annual application
maintenance fee, which is recognized as revenue ratably over the contracted maintenance term.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Technical Support</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Technical support services are provided on both an
as-needed and extended-term basis and may include providing both parts and labor. Maintenance and technical support provided outside of
a maintenance contract are on an &#8220;as-requested&#8221; basis, and revenue is recognized over time as the services are provided. Revenue
for maintenance and technical support provided on an extended-term basis is recognized over time ratably over the term of the contract.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>Consulting Services </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company&#8217;s consulting services business generates
revenues under contracts with customers from four sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; (3) Customer service training and (4) Maintenance/support.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(1) Revenues for professional services, which are
of short-term duration, are recognized when services are completed;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(2) For all periods reflected in this report, software
license sales have been one-time sales of a perpetual license to use our software product and the customer also has the option to purchase
third-party manufactured handheld devices from us if they purchase our software license. Accordingly, the revenue is recognized upon delivery
of the software and delivery of the hardware, as applicable, to the customer;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(3) Training sales are one-time upfront short-term
training sessions and are recognized after the service has been performed; and</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">(4) Maintenance/support is an optional product sold
to our software license customers under one-year contracts. Accordingly, maintenance payments received upfront are deferred and recognized
over the contract term.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock', window );">Multiple Performance Obligations and Allocation of Transaction Price</a></td>
<td class="text"><p id="xdx_84B_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_z9Y0a47JG0He" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span id="xdx_86D_zlX9Ln8NiOk2">Multiple Performance Obligations and Allocation
of Transaction Price</span> </b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Arrangements with customers may involve multiple performance
obligations including project revenue and maintenance services in our Technology Systems business. Maintenance will occur after the project
is completed and may be provided on an extended-term basis or on an as-needed basis. In our consulting services business, multiple performance
obligations may include any of the above four sources. Training and maintenance on software products may occur after the software product
sale while other services may occur before or after the software product sale and may not relate to the software product. Revenue recognition
for a multiple performance obligations arrangement is as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each performance obligation is accounted for separately
when each has value to the customer on a standalone basis and there is Company specific objective evidence of selling price of each deliverable.
For revenue arrangements with multiple deliverables, the Company allocates the total customer arrangement to the separate units of accounting
based on their relative selling prices as determined by the price of the items when sold separately. Once the selling price is allocated,
the revenue for each performance obligation is recognized using the applicable criteria under GAAP as discussed above for performance
obligations sold in single performance obligation arrangements. A delivered item or items that do not qualify as a separate unit of accounting
within the arrangement are combined with the other applicable undelivered items within the arrangement. The allocation of arrangement
consideration and the recognition of revenue is then determined for those combined deliverables as a single unit of accounting. The Company
sells its various services and software and hardware products at established prices on a standalone basis which provides Company specific
objective evidence of selling price for purposes of performance obligations relative selling price allocation. The Company only sells
maintenance services or spare parts based on its established rates after it has completed a system integration project for a customer.
The customer is not required to purchase maintenance services. All elements in multiple performance obligations arrangements with Company
customers qualify as separate units of account for revenue recognition purposes.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>









<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeLeasesPolicyTextBlock', window );">Leases</a></td>
<td class="text"><p id="xdx_842_eus-gaap--LesseeLeasesPolicyTextBlock_zh2OIJufYm6j" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_864_zDSXERBAzIr6">Leases</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company follows ASC 842 &#8220;Leases&#8221;.
This guidance requires lessees to recognize right-of-use (&#8220;ROU&#8221;) assets and lease liabilities for most operating leases. In
addition, this guidance requires that lessors separate lease and non-lease components in a contract in accordance with the revenue guidance
in ASC 606.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company made an accounting policy election to
not recognize short-term leases with terms of twelve months or less on the balance sheet and instead recognize the lease payments in expense
as incurred. The Company has also elected to account for real estate leases that contain both lease and non-lease components as a single
lease component.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At the inception of a contract the Company assesses
whether the contract is, or contains, a lease. The Company&#8217;s assessment is based on: (1) whether the contract involves the use of
a distinct identified asset, (2) whether we obtain the right to substantially all the economic benefit from the use of the asset throughout
the period, and (3) whether we have the right to direct the use of the asset.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Operating ROU assets represent the right to use the
leased asset for the lease term and operating lease liabilities are recognized based on the present value of minimum lease payments over
the lease term at commencement date. As most leases do not provide an implicit rate, the Company uses an incremental borrowing rate based
on the information available at the lease commencement date to determine the present value of future payments. The lease term includes
all periods covered by renewal and termination options where the Company is reasonably certain to exercise the renewal options or not
to exercise the termination options. Operating lease expense is recognized on a straight-line basis over the lease term and is included
in general and administration expenses in the consolidated statements of operations.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EarningsPerSharePolicyTextBlock', window );">Earnings (Loss) Per Share</a></td>
<td class="text"><p id="xdx_847_eus-gaap--EarningsPerSharePolicyTextBlock_zwYepSeqw5G" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_866_zZnwjXTQfpa4">Earnings (Loss) Per Share</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Basic earnings per share (EPS) are computed by
dividing the net loss applicable to common stock by the weighted average number of common shares outstanding. Diluted net loss per
common share is computed by dividing the net loss applicable to common stock by the weighted average number of common shares
outstanding for the period and, if dilutive, potential common shares outstanding during the period. Potential common shares consist
of the incremental common shares issuable upon the exercise or conversion of stock options, stock warrants, convertible debt
instruments, convertible preferred stock or other common stock equivalents. Potentially dilutive securities are excluded from the
computation if their effect is anti-dilutive. &#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2023, there were (i) an aggregate
of <span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20230930_zW3i5jCZI0t2" title="Outstanding warrants">80,091</span> outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of <span id="xdx_900_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zX10fNvAI01" title="Number of incentive stock options">1,217,775</span> shares
of common stock, (iii) <span id="xdx_90A_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zsrlu3U7JRT5" title="Common shares issuable conversion">433,000</span> common shares issuable upon conversion of Series D Convertible Preferred Stock, (iv) <span id="xdx_90C_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zB21L6051O4j" title="Common shares issuable conversion">1,333,334</span> common shares
issuable upon conversion of Series E Convertible Preferred Stock, and (v) <span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zVACvRVoNTl6" title="Common shares issuable conversion">806,452</span> common shares issuable upon conversion of Series F Convertible
Preferred Stock, all of which were excluded from the computation of diluted net earnings per share because their inclusion would have
been anti-dilutive.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At September 30, 2022, there were (i) an aggregate
of <span id="xdx_905_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20220930_zpkmuG7bsnQh" title="Outstanding warrants">1,376,466</span> outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of <span id="xdx_903_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20220930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zyQcQqABDPSh" title="Number of incentive stock options">926,266</span>
shares of common stock and (iii) <span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20220101__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zLaBfWrW7aOh" title="Common shares issuable conversion">333,000</span> common shares issuable upon conversion of Series D Convertible Preferred Stock, all of which
were excluded from the computation of diluted net earnings per share because their inclusion would have been anti-dilutive.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>









<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock', window );">Recent Accounting Pronouncements</a></td>
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<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">From time to time, the FASB or other standards setting
bodies will issue new accounting pronouncements. Updates to the FASB ASC are communicated through issuance of an Accounting Standards
Update (&#8220;ASU&#8221;).</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In August 2020, the FASB issued an accounting pronouncement
(ASU 2020-06) related to the measurement and disclosure requirements for convertible instruments and contracts in an entity's own equity.
The pronouncement simplifies and adds disclosure requirements for the accounting and measurement of convertible instruments and the settlement
assessment for contracts in an entity's own equity. This pronouncement is effective for fiscal years, and for interim periods within those
fiscal years, beginning after December 15, 2023. The Company early adopted this pronouncement for our fiscal year beginning January 1,
2022, and it did not have a material effect on our audited consolidated financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">In May 2021, the FASB issued an accounting pronouncement
(ASU 2021-04) related to modifications or exchanges of freestanding equity-classified written call options (such as warrants) that remain
equity classified after modification or exchange. The pronouncement states that an entity should treat the modification as an exchange
of the original instrument for a new instrument, and the effect of the modification should be calculated as the difference between the
fair value of the modified instrument and the fair value of that instrument immediately before modification. An entity should then recognize
the effect of the modification on the basis of the substance of the transaction, in the same manner as if cash had been paid as consideration.
This pronouncement is effective for fiscal years, and for interim periods within those fiscal years, beginning after December 15, 2021.
The pronouncement is applied prospectively to all modifications that occur after the initial date of adoption. We adopted this pronouncement
for our fiscal year beginning January 1, 2022, and it did not have a material effect on our audited consolidated financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Management does not believe that any other recently
issued, but not yet effective accounting pronouncements, if adopted, would have a material effect on the accompanying financial statements.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<span></span>
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</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ConsolidationPolicyTextBlock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy regarding (1) the principles it follows in consolidating or combining the separate financial statements, including the principles followed in determining the inclusion or exclusion of subsidiaries or other entities in the consolidated or combined financial statements and (2) its treatment of interests (for example, common stock, a partnership interest or other means of exerting influence) in other entities, for example consolidation or use of the equity or cost methods of accounting. The accounting policy may also address the accounting treatment for intercompany accounts and transactions, noncontrolling interest, and the income statement treatment in consolidation for issuances of stock by a subsidiary.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 235<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483426/235-10-50-4<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 810<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481203/810-10-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ConsolidationPolicyTextBlock</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for computing basic and diluted earnings or loss per share for each class of common stock and participating security. Addresses all significant policy factors, including any antidilutive items that have been excluded from the computation and takes into account stock dividends, splits and reverse splits that occur after the balance sheet date of the latest reporting period but before the issuance of the financial statements.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482662/260-10-50-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482662/260-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_EarningsPerSharePolicyTextBlock</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_FairValueMeasurementPolicyPolicyTextBlock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for fair value measurements of financial and non-financial assets, liabilities and instruments classified in shareholders' equity. Disclosures include, but are not limited to, how an entity that manages a group of financial assets and liabilities on the basis of its net exposure measures the fair value of those assets and liabilities.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_FairValueMeasurementPolicyPolicyTextBlock</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_InventoryPolicyTextBlock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of inventory accounting policy for inventory classes, including, but not limited to, basis for determining inventory amounts, methods by which amounts are added and removed from inventory classes, loss recognition on impairment of inventories, and situations in which inventories are stated above cost.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483489/210-10-50-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(6)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 3: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 235<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483426/235-10-50-4<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 912<br> -SubTopic 330<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482105/912-330-50-1<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 330<br> -Name Accounting Standards Codification<br> -Publisher FASB<br> -URI https://asc.fasb.org//330/tableOfContent<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 330<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483080/330-10-50-1<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 330<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483080/330-10-50-4<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 6<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 270<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482989/270-10-45-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_InventoryPolicyTextBlock</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for leasing arrangement entered into by lessee.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeLeasesPolicyTextBlock</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td><strong> Data Type:</strong></td>
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<td><strong> Period Type:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy pertaining to new accounting pronouncements that may impact the entity's financial reporting. Includes, but is not limited to, quantification of the expected or actual impact.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for its research and development and computer software activities including the accounting treatment for costs incurred for (1) research and development activities, (2) development of computer software for internal use, (3) computer software to be sold, leased or otherwise marketed as a separate product or as part of a product or process and (4) in-process research and development acquired in a purchase business combination.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 985<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481283/985-20-50-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 25<br> -Paragraph 4<br> -SubTopic 50<br> -Topic 350<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482610/350-50-25-4<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 30<br> -Paragraph 1<br> -SubTopic 40<br> -Topic 350<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482633/350-40-30-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
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<td><strong> Balance Type:</strong></td>
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<td><strong> Period Type:</strong></td>
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</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for revenue from contract with customer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 17<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-17<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 19<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-19<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 18<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-18<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 18<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-18<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 20<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-20<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 20<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-20<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 20<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-20<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 20<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-20<br><br>Reference 9: http://www.xbrl.org/2003/role/exampleRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (e)<br> -SubTopic 10<br> -Topic 235<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483426/235-10-50-4<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Name Accounting Standards Codification<br> -Topic 606<br> -Publisher FASB<br> -URI https://asc.fasb.org//606/tableOfContent<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_RevenueFromContractWithCustomerPolicyTextBlock</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TradeAndOtherAccountsReceivablePolicy">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for accounts receivable.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 310<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481962/310-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 310<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481569/310-20-50-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/otherTransitionRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11B<br> -Subparagraph (b)<br> -SubTopic 10<br> -Topic 310<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481962/310-10-50-11B<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 310<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481962/310-10-50-1<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/otherTransitionRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -SubTopic 10<br> -Topic 310<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481962/310-10-50-6<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/otherTransitionRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 15<br> -Subparagraph (d)<br> -SubTopic 10<br> -Topic 310<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481962/310-10-50-15<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TradeAndOtherAccountsReceivablePolicy</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<tr>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for the use of estimates in the preparation of financial statements in conformity with generally accepted accounting principles.</p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444011808">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEBT (Tables)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtDisclosureAbstract', window );"><strong>Debt Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ScheduleOfDebtTableTextBlock', window );">Schedule of notes payable</a></td>
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zMuHrWipUDwi" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Interest">8.00</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">%</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">Total</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Tabular disclosure of information pertaining to short-term and long-debt instruments or arrangements, including but not limited to identification of terms, features, collateral requirements and other information necessary to a fair presentation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200448602704">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>COMMITMENTS AND CONTINGENCIES (Tables)<br></strong></div></th>
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<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SupplementalInformationRelatedLeasesTableTextBlock', window );">Schedule of supplemental information related to leases</a></td>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock', window );">Schedule of future minimum lease payments</a></td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">7,469,777</span></td>
    <td>&#160;</td></tr>
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    <td style="text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">5,085,159</span></td>
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    <td>&#160;</td>
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    <td style="border-bottom: black 1pt solid; text-align: right"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">(774,306)</span></td>
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    <td style="text-align: justify"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Operating lease obligations, less current portion</span></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Tabular disclosure of undiscounted cash flows of lessee's operating lease liability. Includes, but is not limited to, reconciliation of undiscounted cash flows to operating lease liability recognized in statement of financial position.</p></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200447121088">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>STOCKHOLDERS&#8217; EQUITY (Tables)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EquityAbstract', window );"><strong>Equity [Abstract]</strong></a></td>
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<tr class="ro">
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    <td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td><td style="padding-bottom: 1pt"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"><b>&#160;</b></span></td>
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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  </table>

<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock', window );">Schedule of stock-based compensation</a></td>
<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock_zfJjL2zoPfQl" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of stock-based compensation)">
  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom">
    <td style="font: bold 8pt Times New Roman, Times, Serif"><span style="font-size: 10pt">&#160;</span></td><td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"><span style="font-size: 8pt">&#160;</span></td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"><span style="font-family: Times New Roman, Times, Serif; font-size: 8pt">At
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  <tr id="xdx_40B_ecustom--CashPaymentReceivedFromEmployeeWithholdings_iI_znhRnuDOfao7" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_408_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp_iI_zA6kMacJjVhf" style="vertical-align: bottom; background-color: White">
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  <tr id="xdx_40E_ecustom--CashAndEsppEmployeeWithholdingLiability_iI_zhpFbxsV7K9l" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  </table>



<p style="margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
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  <tr id="xdx_402_eus-gaap--EmployeeBenefitsAndShareBasedCompensation_i_pp0p0" style="vertical-align: bottom; background-color: White">
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<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock', window );">Schedule of stock option issuance of shares</a></td>
<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_zXg6g4TaNOCd" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of options activity)">
  <tr style="vertical-align: bottom; background-color: White">
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<tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Exercisable at December 31, 2022</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
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    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="vertical-align: top; text-align: left">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0KH9DvwNfhg" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding beginning balance">926,266</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ7hR76zcn62" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding beginning balance">5.74</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_90D_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ2QtedisLz2" title="Weighted average remaining contractual term (Years), Outstanding beginning balance">3.3</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iS_d0_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zu6jHXIoexe9" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Granted</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z2HR3Mu7aDsd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Granted">353,117</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zlyMyVFEcyHe" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Granted">4.22</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_900_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zdtRKFA1mOqh" title="Weighted average remaining contractual term (Years), Granted">4.5</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; vertical-align: top; text-align: left"><span style="font-family: Times New Roman, Times, Serif; font-size: 10pt">Exercised/Forfeited/Expired</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_986_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zHVP6wcIrAJb" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercised/Forfeited/Expired">(61,608</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zc1bSqEB9xV" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercised/forfeited/expired">4.48</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ScheduleOfStockholdersEquityNoteWarrantsOrRightsTextBlock', window );">Schedule of warrants outstanding</a></td>
<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_89D_eus-gaap--ScheduleOfStockholdersEquityNoteWarrantsOrRightsTextBlock_zq9c9MYtc1Oe" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of activity of warrants)">
  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr style="vertical-align: bottom; background-color: White">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z3clOfAi2cKd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised">(1,228,875</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98A_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsjqc0nxl326" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Warrants issued">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: White">
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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zQonCh00SBe3" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised">(67,500</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td><td>&#160;</td>
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">&#8212;&#160;&#160;</td><td style="text-align: left">&#160;</td></tr>
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt">Warrants issued</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_984_eus-gaap--ConversionOfStockSharesIssued1_pdp0_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zoFlTiqd1ePk" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants issued">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98C_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsft9Dfil0Mi" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Warrants issued">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td></tr>
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    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td id="xdx_98D_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iE_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zBQzy9ZbgX5j" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Outstanding ending balance">8.53</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"><span id="xdx_90C_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zndijr23kn5b" title="Weighted average remaining contractual term (Years), Outstanding ending balance">0.6</span></td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iE_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z0QruBml9609" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance">&#8212;&#160;&#160;</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Tabular disclosure of input and valuation technique used to measure fair value and change in valuation approach and technique for each separate class of asset and liability measured on recurring and nonrecurring basis.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Tabular disclosure of employee stock purchase plan activity.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Tabular disclosure of warrants or rights issued. Warrants and rights outstanding are derivative securities that give the holder the right to purchase securities (usually equity) from the issuer at a specific price within a certain time frame. Warrants are often included in a new debt issue to entice investors by a higher return potential. The main difference between warrants and call options is that warrants are issued and guaranteed by the company, whereas options are exchange instruments and are not issued by the company. Also, the lifetime of a warrant is often measured in years, while the lifetime of a typical option is measured in months. Disclose the title of issue of securities called for by warrants and rights outstanding, the aggregate amount of securities called for by warrants and rights outstanding, the date from which the warrants or rights are exercisable, and the price at which the warrant or right is exercisable.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ScheduleOfStockholdersEquityNoteWarrantsOrRightsTextBlock</td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200447025632">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>REVENUE AND CONTRACT ACCOUNTING (Tables)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th"><div>Sep. 30, 2023</div></th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerAbstract', window );"><strong>Revenue from Contract with Customer [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock', window );">Schedule of contract assets on uncompleted contracts</a></td>
<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_892_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_za3qEV3NUMb6" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract assets)">
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    <td><span id="xdx_8B4_zw3xbE4pYnBk" style="display: none">Schedule of contract assets on uncompleted contracts</span></td><td>&#160;</td>
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    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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  <tr id="xdx_402_eus-gaap--ContractWithCustomerAssetNetCurrent_iI_zmPhITG4G4Ib" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock', window );">Schedule of contract liabilities on uncompleted contracts</a></td>
<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_898_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_zO01wOfzZfq3" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract liabilities)">
  <tr style="vertical-align: bottom">
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  <tr id="xdx_401_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_zVncIqR9KXtb" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_408_ecustom--CostAndEstimatedEarningsRecognized_iNI_di_znDJ2c6KTMO3" style="vertical-align: bottom; background-color: White">
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  <tr id="xdx_409_ecustom--ContractLiabilitiesTechnologiesSystems_iI_ztsteNOO69Ne" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <tr id="xdx_404_eus-gaap--ContractWithCustomerLiability_iI_zniatBagVkok" style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueTableTextBlock', window );">Schedule of disaggregation of revenue</a></td>
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  <tr style="vertical-align: bottom">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;</b></p>











<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span style="text-decoration: underline">For the Three Months Ended September 30, 2022</span></b></p>

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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

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  <tr style="vertical-align: bottom; background-color: rgb(204,238,255)">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"><b>&#160;</b></p>





<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b><span style="text-decoration: underline">For the Nine Months Ended September 30, 2022</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;</b></p>

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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200448589136">
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<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>SALE OF ASSETS (Tables)<br></strong></div></th>
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    <td><span id="xdx_8B8_z1rrVXe3xpy8" style="display: none">Schedule of note receivable</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_498_20230930_zvi2GlbsD2Ti" style="text-align: center">&#160;</td><td>&#160;</td></tr>
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    <td>&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>September 30,</b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2023</b></p></td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr id="xdx_403_ecustom--ConvertibleNoteReceivable_iI_zrSM8sHdSOR1" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 83%; text-align: justify">Convertible note receivable</td><td style="font: 10pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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  <tr id="xdx_401_eus-gaap--DebtInstrumentUnamortizedDiscount_iNI_di_zSvKdDMsymde" style="vertical-align: bottom; background-color: White">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt">Unamortized discount</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(13,125</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr id="xdx_403_ecustom--ConvertibleNoteReceivableNet_iI_zYEE6lNn5yU1" style="vertical-align: bottom; background-color: rgb(204,238,255)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt">Convertible note receivable, net</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">151,875</td><td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_DisclosureSaleOfAssetsAbstract</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Balance Type:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Name:</strong></td>
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<td>dtr-types:textBlockItemType</td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200441086544">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">9 Months Ended</th>
<th class="th" colspan="1">12 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CashUninsuredAmount', window );">Federally insured limits</a></td>
<td class="nump">$ 2,768,466<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfWarrantOrRightOutstanding', window );">Outstanding warrants</a></td>
<td class="nump">80,091<span></span>
</td>
<td class="nump">1,376,466<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesDConvertiblePreferredStockMember', window );">Series D Convertible Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConversionOfStockSharesConverted', window );">Common shares issuable conversion</a></td>
<td class="nump">433,000<span></span>
</td>
<td class="nump">333,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesEConvertiblePreferredStockMember', window );">Series E Convertible Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConversionOfStockSharesConverted', window );">Common shares issuable conversion</a></td>
<td class="nump">1,333,334<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesFConvertiblePreferredStockMember', window );">Series F Convertible Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConversionOfStockSharesConverted', window );">Common shares issuable conversion</a></td>
<td class="nump">806,452<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember', window );">Share-Based Payment Arrangement, Option [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers', window );">Number of incentive stock options</a></td>
<td class="nump">1,217,775<span></span>
</td>
<td class="nump">926,266<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer1Member', window );">Customer 1 [Member] | Revenue Benchmark [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="nump">55.00%<span></span>
</td>
<td class="nump">25.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer1Member', window );">Customer 1 [Member] | Accounts Receivable [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="nump">52.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">34.00%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer2Member', window );">Customer 2 [Member] | Revenue Benchmark [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="nump">29.00%<span></span>
</td>
<td class="nump">21.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer2Member', window );">Customer 2 [Member] | Accounts Receivable [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="nump">25.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">31.00%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer3Member', window );">Customer 3 [Member] | Revenue Benchmark [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">19.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer3Member', window );">Customer 3 [Member] | Revenue Benchmark [Member] | Customer Concentration Risk [Member] | UNITED STATES</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="nump">37.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer3Member', window );">Customer 3 [Member] | Accounts Receivable [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="nump">14.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">19.00%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer4Member', window );">Customer 4 [Member] | Revenue Benchmark [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">19.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer4Member', window );">Customer 4 [Member] | Revenue Benchmark [Member] | Customer Concentration Risk [Member] | UNITED STATES</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">54.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer4Member', window );">Customer 4 [Member] | Accounts Receivable [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">10.00%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_CustomerMember', window );">Customer [Member] | Revenue Benchmark [Member] | Customer Concentration Risk [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration risk, percentage</a></td>
<td class="nump">30.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ConversionOfStockSharesConverted">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConversionOfStockSharesConverted</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CashUninsuredAmount">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The amount of cash as of the balance sheet date that is not insured by the Federal Deposit Insurance Corporation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CashUninsuredAmount</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ClassOfWarrantOrRightOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of warrants or rights outstanding.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ClassOfWarrantOrRightOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ConcentrationRiskPercentage1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>For an entity that discloses a concentration risk in relation to quantitative amount, which serves as the "benchmark" (or denominator) in the equation, this concept represents the concentration percentage derived from the division.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 280<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 42<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482810/280-10-50-42<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 21<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482907/825-10-50-21<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 20<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482907/825-10-50-20<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 275<br> -SubTopic 10<br> -Section 50<br> -Paragraph 18<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482861/275-10-50-18<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 275<br> -SubTopic 10<br> -Section 50<br> -Paragraph 20<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482861/275-10-50-20<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ConcentrationRiskPercentage1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ProductInformationLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ProductInformationLineItems</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_SeriesDConvertiblePreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_SeriesDConvertiblePreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_SeriesEConvertiblePreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_SeriesEConvertiblePreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_SeriesFConvertiblePreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_SeriesFConvertiblePreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_MajorCustomersAxis=duot_Customer1Member">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_MajorCustomersAxis=duot_Customer1Member</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ConcentrationRiskByBenchmarkAxis=us-gaap_SalesRevenueNetMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ConcentrationRiskByBenchmarkAxis=us-gaap_SalesRevenueNetMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ConcentrationRiskByTypeAxis=us-gaap_CustomerConcentrationRiskMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ConcentrationRiskByTypeAxis=us-gaap_CustomerConcentrationRiskMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ConcentrationRiskByBenchmarkAxis=us-gaap_AccountsReceivableMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ConcentrationRiskByBenchmarkAxis=us-gaap_AccountsReceivableMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444819088">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>LIQUIDITY (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">9 Months Ended</th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract', window );"><strong>Organization, Consolidation and Presentation of Financial Statements [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProfitLoss', window );">Net loss</a></td>
<td class="nump">$ 8,080,819<span></span>
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<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInOperatingActivities', window );">Cash used in operating activities</a></td>
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<td class="nump">$ 3,850,455<span></span>
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<td class="text">&#160;<span></span>
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<tr class="ro">
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<td class="nump">3,358,320<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RetainedEarningsAccumulatedDeficit', window );">Accumulated deficit</a></td>
<td class="nump">$ 60,442,653<span></span>
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<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 52,361,834<span></span>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cash inflow (outflow) from operating activities, including discontinued operations. Operating activity cash flows include transactions, adjustments, and changes in value not defined as investing or financing activities.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The consolidated profit or loss for the period, net of income taxes, including the portion attributable to the noncontrolling interest.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ProfitLoss</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of accumulated undistributed earnings (deficit).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 852<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 10<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481372/852-10-55-10<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (g)(2)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480016/944-40-65-2<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 40<br> -Name Accounting Standards Codification<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (h)(2)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480016/944-40-65-2<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 11<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480990/946-20-50-11<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(23)(a)(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(17))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 7: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480008/505-10-S99-1<br><br>Reference 8: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30)(a)(3))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<td style="white-space:nowrap;">us-gaap_RetainedEarningsAccumulatedDeficit</td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200445304096">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>DEBT (Details - Schedule of notes payable - financing agreements) - USD ($)<br></strong></div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 137,816<span></span>
</td>
<td class="nump">$ 74,575<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteOneMember', window );">Third Party Insurance Note One [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 2,736<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LongTermDebtPercentageBearingFixedInterestRate', window );">Notes Payable, Interest</a></td>
<td class="nump">8.73%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteTwoMember', window );">Third Party Insurance Note Two [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 79,146<span></span>
</td>
<td class="nump">$ 17,753<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LongTermDebtPercentageBearingFixedInterestRate', window );">Notes Payable, Interest</a></td>
<td class="nump">8.00%<span></span>
</td>
<td class="nump">6.24%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteThreeMember', window );">Third Party Insurance Note Three [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 8,045<span></span>
</td>
<td class="nump">$ 16,094<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteFourMember', window );">Third Party Insurance Note Four [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 47,889<span></span>
</td>
<td class="nump">$ 40,728<span></span>
</td>
</tr>
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<div style="display: none;">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The interest rate applicable to the portion of the carrying amount of long-term borrowings outstanding as of the balance sheet date, including current maturities, which accrues interest at a set, unchanging rate.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.22(a)(1))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<td>dtr-types:percentItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of long-term notes classified as other, payable within one year or the normal operating cycle, if longer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.20)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OtherNotesPayableCurrent</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtLineItems</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteOneMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteTwoMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteTwoMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteThreeMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteThreeMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteFourMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteFourMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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</div>
</body>
</html>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>40
<FILENAME>R27.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200443784944">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEBT (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1">3 Months Ended</th>
<th class="th" colspan="1">9 Months Ended</th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Apr. 15, 2023</div></th>
<th class="th"><div>Feb. 03, 2023</div></th>
<th class="th"><div>Dec. 23, 2022</div></th>
<th class="th"><div>Sep. 15, 2022</div></th>
<th class="th"><div>Apr. 15, 2022</div></th>
<th class="th"><div>Feb. 03, 2022</div></th>
<th class="th"><div>May 22, 2020</div></th>
<th class="th"><div>Mar. 31, 2022</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PurchaseOfInsurancePolicy', window );">Purchase of an insurance policy</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 242,591<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_DownPaymentPaid', window );">Down payment paid</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 102,075<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_InsuranceMonthlyInstallments', window );">Insurance monthly installments</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 20,073<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromDepositsWithOtherInstitutions', window );">Received refund</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 53,175<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteOneMember', window );">Third Party Insurance Note One [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NotesPayable', window );">Notes payable outstanding balance</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 26,484<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 2,736<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DerivativeFixedInterestRate', window );">Interest rate</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">8.73%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentPeriodicPayment', window );">Monthly installments of principal and interest</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 2,755<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteTwoMember', window );">Third Party Insurance Note Two [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NotesPayable', window );">Notes payable outstanding balance</a></td>
<td class="nump">$ 142,734<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 63,766<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">79,146<span></span>
</td>
<td class="nump">17,753<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DerivativeFixedInterestRate', window );">Interest rate</a></td>
<td class="nump">8.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">6.24%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentPeriodicPayment', window );">Monthly installments of principal and interest</a></td>
<td class="nump">$ 13,501<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5,979<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteThreeMember', window );">Third Party Insurance Note Three [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NotesPayable', window );">Notes payable outstanding balance</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 24,140<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">8,045<span></span>
</td>
<td class="nump">16,094<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentPeriodicPayment', window );">Monthly installments of principal and interest</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 2,012<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteFourMember', window );">Third Party Insurance Note Four [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NotesPayable', window );">Notes payable outstanding balance</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 293,520<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">47,889<span></span>
</td>
<td class="nump">40,728<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentPeriodicPayment', window );">Monthly installments of principal and interest</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">23,976<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_DownPaymentPaid', window );">Down payment paid</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 125,690<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtTypeAxis=duot_EquipmentFinancingMember', window );">Equipment Financing [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_NotesPayable', window );">Notes payable outstanding balance</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 121,637<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 22,851<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DerivativeFixedInterestRate', window );">Interest rate</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">9.90%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentPeriodicPayment', window );">Monthly installments of principal and interest</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3,919<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_DownPaymentPaid">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_DownPaymentPaid</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_InsuranceMonthlyInstallments">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_InsuranceMonthlyInstallments</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_PurchaseOfInsurancePolicy">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_PurchaseOfInsurancePolicy</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_DebtInstrumentPeriodicPayment">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of the required periodic payments including both interest and principal payments.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.22)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 470<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480848/942-470-50-3<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DebtInstrumentPeriodicPayment</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_DerivativeFixedInterestRate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Fixed interest rate related to the interest rate derivative.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DerivativeFixedInterestRate</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_NotesPayable">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Including the current and noncurrent portions, aggregate carrying amount of all types of notes payable, as of the balance sheet date, with initial maturities beyond one year or beyond the normal operating cycle, if longer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(22))<br> -SubTopic 10<br> -Topic 210<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 944<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(16)(a)(2))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479440/944-210-S99-1<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 942<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(16))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479853/942-210-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_NotesPayable</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ProceedsFromDepositsWithOtherInstitutions">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Cash received from refund of deposits with other institutions during the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 25<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-25<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ProceedsFromDepositsWithOtherInstitutions</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtLineItems</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteOneMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteOneMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteTwoMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteTwoMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteThreeMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteThreeMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteFourMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_ThirdPartyInsuranceNoteFourMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
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<td><strong> Data Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermDebtTypeAxis=duot_EquipmentFinancingMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
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</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>41
<FILENAME>R28.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444820368">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>COMMITMENTS AND CONTINGENCIES (Details - Schedule of supplemental information related leases) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">9 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommitmentsAndContingenciesDisclosureAbstract', window );"><strong>Commitments and Contingencies Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseCost', window );">Operating lease cost</a></td>
<td class="nump">$ 586,228<span></span>
</td>
<td class="nump">$ 582,989<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShortTermLeaseCost', window );">Short term lease Cost</a></td>
<td class="nump">56,052<span></span>
</td>
<td class="nump">26,127<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PaymentsForRent', window );">Operating cash outflow used for operating leases</a></td>
<td class="nump">$ 505,664<span></span>
</td>
<td class="nump">$ 323,750<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent', window );">Weighted average discount rate</a></td>
<td class="nump">9.00%<span></span>
</td>
<td class="nump">9.00%<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1', window );">Weighted average remaining lease term</a></td>
<td class="text">8 years 7 months 6 days<span></span>
</td>
<td class="text">9 years 7 months 6 days<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommitmentsAndContingenciesDisclosureAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommitmentsAndContingenciesDisclosureAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseCost">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of single lease cost, calculated by allocation of remaining cost of lease over remaining lease term. Includes, but is not limited to, single lease cost, after impairment of right-of-use asset, calculated by amortization of remaining right-of-use asset and accretion of lease liability.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 53<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479589/842-20-55-53<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-4<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseCost</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average discount rate for operating lease calculated at point in time.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 53<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479589/842-20-55-53<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (g)(4)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-4<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average remaining lease term for operating lease, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents reported fact of one year, five months, and thirteen days.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 53<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479589/842-20-55-53<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (g)(3)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-4<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:durationItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PaymentsForRent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Cash payments to lessor's for use of assets under operating leases.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 25<br> -Subparagraph (g)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-25<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PaymentsForRent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShortTermLeaseCost">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of short-term lease cost, excluding expense for lease with term of one month or less.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 53<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479589/842-20-55-53<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-4<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShortTermLeaseCost</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
</div>
</body>
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</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>42
<FILENAME>R29.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446082560">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>COMMITMENTS AND CONTINGENCIES (Details - Schedule of future minimum lease payments)<br></strong></div></th>
<th class="th">
<div>Sep. 30, 2023 </div>
<div>USD ($)</div>
</th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommitmentsAndContingenciesDisclosureAbstract', window );"><strong>Commitments and Contingencies Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear', window );">2023</a></td>
<td class="nump">$ 191,205<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths', window );">2024</a></td>
<td class="nump">779,087<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo', window );">2025</a></td>
<td class="nump">798,556<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree', window );">2026</a></td>
<td class="nump">818,518<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour', window );">2027</a></td>
<td class="nump">838,984<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour', window );">Thereafter</a></td>
<td class="nump">4,043,427<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue', window );">Total undiscounted future minimum lease payments</a></td>
<td class="nump">7,469,777<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount', window );">Less: Impact of discounting</a></td>
<td class="num">(2,384,618)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseLiability', window );">Total present value of operating lease obligations</a></td>
<td class="nump">5,085,159<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CurrentPortion', window );">Current portion</a></td>
<td class="num">(774,306)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_OperatingLeaseLiabilityLessCurrentPortion', window );">Operating lease obligations, less current portion</a></td>
<td class="nump">$ 4,310,853<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CurrentPortion">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_CurrentPortion</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_OperatingLeaseLiabilityLessCurrentPortion">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_OperatingLeaseLiabilityLessCurrentPortion</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommitmentsAndContingenciesDisclosureAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommitmentsAndContingenciesDisclosureAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease to be paid in next fiscal year following current fiscal year. Excludes interim and annual periods when interim periods are reported from current statement of financial position date (rolling approach).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease to be paid in fourth fiscal year following current fiscal year. Excludes interim and annual periods when interim periods are reported from current statement of financial position date (rolling approach).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease to be paid in third fiscal year following current fiscal year. Excludes interim and annual periods when interim periods are reported from current statement of financial position date (rolling approach).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease to be paid in second fiscal year following current fiscal year. Excludes interim and annual periods when interim periods are reported from current statement of financial position date (rolling approach).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease having initial or remaining lease term in excess of one year to be paid in remainder of current fiscal year.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payments in excess of discounted obligation for lease payments for operating lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147478964/842-20-50-6<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Present value of lessee's discounted obligation for lease payments from operating lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479041/842-20-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseLiability</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200440941872">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>COMMITMENTS AND CONTINGENCIES (Details Narrative)<br></strong></div></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="2">9 Months Ended</th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th">
<div>Nov. 24, 2021 </div>
<div>USD ($) </div>
<div>ft&#178;</div>
</th>
<th class="th">
<div>Jul. 26, 2021 </div>
<div>USD ($) </div>
<div>ft&#178;</div>
</th>
<th class="th">
<div>Sep. 30, 2023 </div>
<div>USD ($)</div>
</th>
<th class="th">
<div>Sep. 30, 2022 </div>
<div>USD ($)</div>
</th>
<th class="th">
<div>Dec. 31, 2022 </div>
<div>USD ($)</div>
</th>
<th class="th">
<div>Mar. 01, 2021 </div>
<div>USD ($)</div>
</th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems', window );"><strong>Deferred Compensation Arrangement with Individual, Excluding Share-Based Payments and Postretirement Benefits [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_AreaOfLease', window );">Area of lease | ft&#178;</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">40,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_OperatingLeaseRightOfUseAsset', window );">Operating lease right of use asset</a></td>
<td class="nump">$ 4,980,104<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 4,454,714<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 4,689,931<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_RentableSpace', window );">Rentable space | ft&#178;</a></td>
<td class="nump">30,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SecurityDepositLiability', window );">Security deposit payment</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 600,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInSecurityDeposits', window );">Security deposit reduce amount</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 50,000<span></span>
</td>
<td class="nump">50,000<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_TitleOfIndividualAxis=srt_ChiefExecutiveOfficerMember', window );">Chief Executive Officer [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems', window );"><strong>Deferred Compensation Arrangement with Individual, Excluding Share-Based Payments and Postretirement Benefits [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_AdditionalCompensationToBePaidInSeparationPayments', window );">Compensation to be paid in addition to base salary in separation payments</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">75,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement', window );">Payment under the separation agreement</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 747,788<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PaymentOneOfSeparationAgreement', window );">Lump sum payment owed under separation agreement</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 124,631<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_AdditionalCompensationToBePaidInSeparationPayments">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_AdditionalCompensationToBePaidInSeparationPayments</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_AreaOfLease">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_AreaOfLease</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:decimalItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_PaymentOneOfSeparationAgreement">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_PaymentOneOfSeparationAgreement</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_RentableSpace">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_RentableSpace</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:decimalItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_IncreaseDecreaseInSecurityDeposits">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in security deposits.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_IncreaseDecreaseInSecurityDeposits</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OperatingLeaseRightOfUseAsset">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's right to use underlying asset under operating lease.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 842<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479041/842-20-45-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OperatingLeaseRightOfUseAsset</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SecurityDepositLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>This element represents money paid in advance to protect the provider of a product or service, such as a lessor, against damage or nonpayment by the buyer or tenant (lessee) during the term of the agreement. Such damages may include physical damage to the property, theft of property, and other contractual breaches. Security deposits held may be interest or noninterest bearing.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SecurityDepositLiability</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_TitleOfIndividualAxis=srt_ChiefExecutiveOfficerMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_TitleOfIndividualAxis=srt_ChiefExecutiveOfficerMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
</div>
</body>
</html>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>44
<FILENAME>R31.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
							function toggleNextSibling (e) {
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<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444031632">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>STOCKHOLDERS' EQUITY (Details - Schedule of black sholes option pricing model) - Share-Based Payment Arrangement, Option [Member]<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th">
<div>Sep. 30, 2023 </div>
<div>$ / shares</div>
</th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate', window );">Expected dividend rate</a></td>
<td class="nump">0.00%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_RangeAxis=srt_MinimumMember', window );">Minimum [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice', window );">Grant date share price</a></td>
<td class="nump">$ 2.10<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice', window );">Grant date exercise price</a></td>
<td class="nump">$ 1.79<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1', window );">Expected term</a></td>
<td class="text">3 months<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate', window );">Expected volatility</a></td>
<td class="nump">89.70%<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate', window );">Risk-free rate</a></td>
<td class="nump">4.76%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_RangeAxis=srt_MaximumMember', window );">Maximum [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice', window );">Grant date share price</a></td>
<td class="nump">$ 5.13<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice', window );">Grant date exercise price</a></td>
<td class="nump">$ 4.36<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1', window );">Expected term</a></td>
<td class="text">6 months<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate', window );">Expected volatility</a></td>
<td class="nump">103.40%<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate', window );">Risk-free rate</a></td>
<td class="nump">5.53%<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The estimated dividend rate (a percentage of the share price) to be paid (expected dividends) to holders of the underlying shares over the option's term.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(iii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The estimated measure of the percentage by which a share price is expected to fluctuate during a period. Volatility also may be defined as a probability-weighted measure of the dispersion of returns about the mean. The volatility of a share price is the standard deviation of the continuously compounded rates of return on the share over a specified period. That is the same as the standard deviation of the differences in the natural logarithms of the stock prices plus dividends, if any, over the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The risk-free interest rate assumption that is used in valuing an option on its own shares.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(iv)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Expected term of award under share-based payment arrangement, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents reported fact of one year, five months, and thirteen days.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:durationItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_RangeAxis=srt_MinimumMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_RangeAxis=srt_MinimumMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_RangeAxis=srt_MaximumMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_RangeAxis=srt_MaximumMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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</div>
</body>
</html>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>45
<FILENAME>R32.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
							function toggleNextSibling (e) {
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<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200447188832">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>STOCKHOLDERS' EQUITY (Details - Schedule of stock-based compensation)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th">
<div>Sep. 30, 2023 </div>
<div>USD ($)</div>
</th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EquityAbstract', window );"><strong>Equity [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CashPaymentReceivedFromEmployeeWithholdings', window );">Cash payment received from employee withholdings</a></td>
<td class="nump">$ 189,849<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp', window );">Cash from employee withholdings used to purchase shares under ESPP</a></td>
<td class="num">(117,048)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CashAndEsppEmployeeWithholdingLiability', window );">Cash and ESPP employee withholding liability</a></td>
<td class="nump">72,801<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares', window );">Cash from employee withholdings used to purchase ESPP shares</a></td>
<td class="nump">117,048<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EmployeeBenefitsAndShareBasedCompensation', window );">Stock based compensation expense</a></td>
<td class="nump">98,945<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_TotalChargesRelatedToEmployeeStockPurchasePlan', window );">Total increase to equity for nine months ended September 30, 2023</a></td>
<td class="nump">$ 215,993<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CashAndEsppEmployeeWithholdingLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_CashAndEsppEmployeeWithholdingLiability</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_CashFromEmployeeWithholdingsUsedToPurchaseEsppShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CashPaymentReceivedFromEmployeeWithholdings">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_CashPaymentReceivedFromEmployeeWithholdings</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_TotalChargesRelatedToEmployeeStockPurchasePlan">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_TotalChargesRelatedToEmployeeStockPurchasePlan</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_EmployeeBenefitsAndShareBasedCompensation">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of expense for employee benefit and equity-based compensation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_EmployeeBenefitsAndShareBasedCompensation</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_EquityAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_EquityAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
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</div>
</body>
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<head>
<title></title>
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<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446729200">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>STOCKHOLDERS' EQUITY (Details - Schedule of options activity) - Share-Based Payment Arrangement, Option [Member] - USD ($)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
<th class="th" colspan="1">12 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems', window );"><strong>Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Outstanding beginning balance</a></td>
<td class="nump">926,266<span></span>
</td>
<td class="nump">431,266<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice', window );">Weighted average exercise price, Outstanding beginning balance</a></td>
<td class="nump">$ 5.74<span></span>
</td>
<td class="nump">$ 4.98<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1', window );">Weighted average remaining contractual term (Years), Outstanding beginning balance</a></td>
<td class="text">3 years 3 months 18 days<span></span>
</td>
<td class="text">3 years 4 months 24 days<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue', window );">Aggregate intrinsic value, Outstanding beginning balance</a></td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross', window );">Number of options, Granted</a></td>
<td class="nump">353,117<span></span>
</td>
<td class="nump">685,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice', window );">Weighted average exercise price, Granted</a></td>
<td class="nump">$ 4.22<span></span>
</td>
<td class="nump">$ 6.41<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2', window );">Weighted average remaining contractual term (Years), Granted</a></td>
<td class="text">4 years 6 months<span></span>
</td>
<td class="text">4 years<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod', window );">Number of options, Exercised/Forfeited/Expired</a></td>
<td class="num">(61,608)<span></span>
</td>
<td class="num">(190,000)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice', window );">Weighted average exercise price, Exercised/forfeited/expired</a></td>
<td class="nump">$ 4.48<span></span>
</td>
<td class="nump">$ 6.41<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Outstanding ending balance</a></td>
<td class="nump">1,217,775<span></span>
</td>
<td class="nump">926,266<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice', window );">Weighted average exercise price, Outstanding ending balance</a></td>
<td class="nump">$ 5.37<span></span>
</td>
<td class="nump">$ 5.74<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2', window );">Weighted average remaining contractual term (Years), Outstanding ending balance</a></td>
<td class="text">3 years<span></span>
</td>
<td class="text">3 years 3 months 18 days<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue', window );">Aggregate intrinsic value, Outstanding ending balance</a></td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber', window );">Number of options, Exercisable</a></td>
<td class="nump">581,325<span></span>
</td>
<td class="nump">404,599<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice', window );">Weighted average exercise price, Exercisable</a></td>
<td class="nump">$ 5.38<span></span>
</td>
<td class="nump">$ 5.02<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1', window );">Weighted average remaining contractual term (Years), Exercisable</a></td>
<td class="text">2 years 1 month 6 days<span></span>
</td>
<td class="text">3 years 3 months 18 days<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:durationItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:durationItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 35<br> -Paragraph 1D<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480483/718-10-35-1D<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 35<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480483/718-10-35-3<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (a)(1)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> 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-Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 22: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (e)(1)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 23: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (e)(2)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 24: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 25: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 26: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(iii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 27: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(iv)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 28: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(v)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of shares into which fully or partially vested stock options outstanding as of the balance sheet date can be currently converted under the option plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The weighted-average price as of the balance sheet date at which grantees can acquire the shares reserved for issuance on vested portions of options outstanding and currently exercisable under the stock option plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average price of options that were either forfeited or expired.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iv)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of shares under options that were cancelled during the reporting period as a result of occurrence of a terminating event specified in contractual agreements pertaining to the stock option plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iv)(03)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Gross number of share options (or share units) granted during the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iv)(01)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount by which the current fair value of the underlying stock exceeds the exercise price of options outstanding.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of options outstanding, including both vested and non-vested options.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average price at which grantees can acquire the shares reserved for issuance under the stock option plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average per share amount at which grantees can acquire shares of common stock by exercise of options.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iv)(01)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average remaining contractual term for vested portions of options outstanding and currently exercisable or convertible, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:durationItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average remaining contractual term for option awards outstanding, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 718<br> -SubTopic 10<br> -Subparagraph (e)(1)<br> -Name Accounting Standards Codification<br> -Paragraph 2<br> -Section 50<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:durationItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
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<tr>
<td><strong> Period Type:</strong></td>
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</tr>
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</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
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<tr>
<td><strong> Period Type:</strong></td>
<td></td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200446063872">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>STOCKHOLDERS' EQUITY (Details - Schedule of activity of warrants) - Warrant [Member] - USD ($)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
<th class="th" colspan="2">12 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems', window );"><strong>Accumulated Other Comprehensive Income (Loss) [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Outstanding beginning balance</a></td>
<td class="nump">147,591<span></span>
</td>
<td class="nump">1,376,466<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice', window );">Weighted average exercise price, Outstanding beginning balance</a></td>
<td class="nump">$ 8.63<span></span>
</td>
<td class="nump">$ 8.18<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2', window );">Weighted average remaining contractual term (Years), Outstanding ending balance</a></td>
<td class="text">7 months 6 days<span></span>
</td>
<td class="text">9 months 18 days<span></span>
</td>
<td class="text">1 year 10 months 24 days<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue', window );">Aggregate intrinsic value, Outstanding beginning balance</a></td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod', window );">Number of warrants, Warrants expired, forfeited, cancelled or exercised</a></td>
<td class="num">(67,500)<span></span>
</td>
<td class="num">(1,228,875)<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_WarrantsExpiredForfeitedCancelledOrExercised', window );">Weighted average exercise price, Warrants expired, forfeited, cancelled or exercised</a></td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConversionOfStockSharesIssued1', window );">Number of warrants, Warrants issued</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice', window );">Weighted average exercise price, Warrants issued</a></td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Outstanding ending balance</a></td>
<td class="nump">80,091<span></span>
</td>
<td class="nump">147,591<span></span>
</td>
<td class="nump">1,376,466<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice', window );">Weighted average exercise price, Outstanding ending balance</a></td>
<td class="nump">$ 8.53<span></span>
</td>
<td class="nump">$ 8.63<span></span>
</td>
<td class="nump">$ 8.18<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue', window );">Aggregate intrinsic value, Outstanding ending balance</a></td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber', window );">Number of warrants, Exercisable</a></td>
<td class="nump">80,091<span></span>
</td>
<td class="nump">147,591<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice', window );">Weighted average exercise price, Exercisable</a></td>
<td class="nump">$ 8.53<span></span>
</td>
<td class="nump">$ 8.63<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1', window );">Weighted average remaining contractual term (Years), Exercisable</a></td>
<td class="text">7 months 6 days<span></span>
</td>
<td class="text">9 months 18 days<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1', window );">Aggregate intrinsic value, Exercisable</a></td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_WarrantsExchangedForCommonStockWeightedAverageExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_WarrantsExpiredForfeitedCancelledOrExercised">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_WarrantsExpiredForfeitedCancelledOrExercised</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482765/220-10-50-4<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 220<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 5<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482765/220-10-50-5<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 830<br> -SubTopic 30<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481674/830-30-50-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 830<br> -SubTopic 30<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 17<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481694/830-30-45-17<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 830<br> -SubTopic 30<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 20<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481694/830-30-45-20<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 830<br> -SubTopic 30<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 20<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481694/830-30-45-20<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 830<br> -SubTopic 30<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 20<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481694/830-30-45-20<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 830<br> -SubTopic 30<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 20<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481694/830-30-45-20<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AccumulatedOtherComprehensiveIncomeLossLineItems</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ConversionOfStockSharesIssued1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of new shares issued in the conversion of stock in a noncash (or part noncash) transaction. Noncash is defined as transactions during a period that do not result in cash receipts or cash payments in the period. "Part noncash" refers to that portion of the transaction not resulting in cash receipts or cash payments in the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-4<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-3<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-5<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ConversionOfStockSharesIssued1</td>
</tr>
<tr>
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<td>na</td>
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<td>duration</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Per share or unit weighted-average intrinsic value of nonvested award under share-based payment arrangement. Excludes share and unit options.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(2)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(2)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td>dtr-types:perShareItemType</td>
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<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
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<tr>
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<td>instant</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of shares into which fully or partially vested stock options outstanding as of the balance sheet date can be currently converted under the option plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>instant</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The weighted-average price as of the balance sheet date at which grantees can acquire the shares reserved for issuance on vested portions of options outstanding and currently exercisable under the stock option plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of options or other stock instruments for which the right to exercise has lapsed under the terms of the plan agreements.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iv)(04)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of options outstanding, including both vested and non-vested options.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>instant</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of difference between fair value of the underlying shares reserved for issuance and exercise price of vested portions of options outstanding and currently exercisable.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
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<td><strong> Balance Type:</strong></td>
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<td><strong> Period Type:</strong></td>
<td>instant</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average remaining contractual term for vested portions of options outstanding and currently exercisable or convertible, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Period Type:</strong></td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Weighted average remaining contractual term for option awards outstanding, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 718<br> -SubTopic 10<br> -Subparagraph (e)(1)<br> -Name Accounting Standards Codification<br> -Paragraph 2<br> -Section 50<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2</td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200423042768">
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<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>STOCKHOLDERS&#8217; EQUITY (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
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<th class="th" colspan="2">1 Months Ended</th>
<th class="th" colspan="7">3 Months Ended</th>
<th class="th" colspan="2">9 Months Ended</th>
<th class="th" colspan="1"></th>
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<th class="th"><div>Aug. 30, 2023</div></th>
<th class="th"><div>Aug. 02, 2023</div></th>
<th class="th"><div>Jul. 02, 2023</div></th>
<th class="th"><div>Jun. 30, 2023</div></th>
<th class="th"><div>Apr. 02, 2023</div></th>
<th class="th"><div>Mar. 27, 2023</div></th>
<th class="th"><div>Oct. 29, 2022</div></th>
<th class="th"><div>Aug. 25, 2022</div></th>
<th class="th"><div>Feb. 21, 2022</div></th>
<th class="th"><div>Feb. 03, 2022</div></th>
<th class="th"><div>Jan. 11, 2022</div></th>
<th class="th"><div>Jan. 02, 2022</div></th>
<th class="th"><div>May 12, 2021</div></th>
<th class="th"><div>Feb. 26, 2021</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Jan. 31, 2022</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Jun. 30, 2023</div></th>
<th class="th"><div>Mar. 31, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Mar. 31, 2022</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Sep. 29, 2023</div></th>
<th class="th"><div>Sep. 28, 2022</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">10,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">10,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">10,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0.001<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0.001<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0.001<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentConvertibleConversionPrice1', window );">Conversion price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0.003<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0.003<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock', window );">Proceeds from convertible preferred stock</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ActualCosts', window );">Actual costs</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 17,645<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess', window );">Excess cost</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">281,500<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesFPreferredConvertiblePreferredStockShares', window );">Series F preferred convertible preferred stock, Shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConversionOfStockSharesIssued', window );">Conversion of shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">710<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockConvertibleConversionPriceIncrease', window );">Conversion price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5.50<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesNewIssues', window );">Number of shares issued, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">198,750<span></span>
</td>
<td class="nump">1,325,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">818,335<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueNewIssues', window );">Number of shares issued, value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 795,000<span></span>
</td>
<td class="nump">$ 5,300,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 2,455,003<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharePrice', window );">Purchase price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 4<span></span>
</td>
<td class="nump">$ 4<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceInitialPublicOffering', window );">Proceeds from offering cost</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 739,350<span></span>
</td>
<td class="nump">$ 4,779,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 2,194,187<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockIssuedEmployeeTrustDeferred', window );">Aggregate common stock</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 50,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services, value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">40,565<span></span>
</td>
<td class="nump">$ 32,500<span></span>
</td>
<td class="nump">$ 32,500<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 40,000<span></span>
</td>
<td class="nump">$ 40,000<span></span>
</td>
<td class="nump">$ 40,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConvertedToCommonStockShares', window );">Converted to common stock shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">121,572<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AccruedLiabilitiesAndOtherLiabilities', window );">Accrued liability</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">72,801<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 72,801<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AllocatedShareBasedCompensationExpense', window );">Stock-based compensation expense</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">32,728<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 25,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">98,945<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_FairMarketValuePercentage', window );">Fair market value percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">85.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesIssued', window );">Common stock issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_TotalCompensationCostForStockOptions', window );">Total compensation cost</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 592,927<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">592,927<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensation', window );">Non-qualified stock options, charge</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 499,590<span></span>
</td>
<td class="nump">592,177<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PlanNameAxis=duot_Plan2021Member', window );">Plan 2021 [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesNewIssues', window );">Number of shares issued, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Number of incentive stock options</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">882,636<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">495,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">882,636<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PlanNameAxis=duot_Plan2016Member', window );">Plan 2016 [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Number of incentive stock options</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">269,658<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">271,266<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">269,658<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PlanNameAxis=duot_NonPlanMember', window );">Non Plan [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Number of incentive stock options</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">160,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">160,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">160,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsidiarySaleOfStockAxis=duot_EmployeeStockPurchasePlanMember', window );">Employee Stock Purchase Plan [Member] | Call Option [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent', window );">Purchase discount, percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">85.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsidiarySaleOfStockAxis=duot_EmployeeStockPurchasePlanMember', window );">Employee Stock Purchase Plan [Member] | Put Option [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent', window );">Purchase discount, percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">15.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember', window );">Share-Based Payment Arrangement, Option [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharePrice', window );">Purchase price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1.79<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1.79<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services , shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">65,561<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP', window );">Total employee participation amount</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 117,048<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Number of incentive stock options</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,217,775<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">926,266<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,217,775<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">431,266<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber', window );">Number of incentive stock options</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">581,325<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">404,599<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">581,325<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AwardTypeAxis=duot_NonQualifiedStockOptionsMember', window );">Non Qualified Stock Options [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_OptionsToPurchaseSharesOfCommonStock', window );">Options to purchase shares of common stock</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">665,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1', window );">Strike price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 4.22<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 6.41<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant', window );">Shares available for grant</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,596,804<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1', window );">Expected term</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">3 years<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate', window );">Expected volatility</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">72.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent', window );">Discount rate</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0.97%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod', window );">Non-qualified stock options, granted</a></td>
<td class="nump">70,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">50,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">353,117<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod', window );">Non-qualified stock options, forfeited</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">60,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber', window );">Non-qualified stock options, net issuance</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">293,117<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensation', window );">Non-qualified stock options, charge</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 567,569<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementEquityComponentsAxis=us-gaap_CommonStockMember', window );">Common Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services , shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">7,910<span></span>
</td>
<td class="nump">5,645<span></span>
</td>
<td class="nump">12,463<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">9,758<span></span>
</td>
<td class="nump">10,668<span></span>
</td>
<td class="nump">7,198<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services, value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 8<span></span>
</td>
<td class="nump">$ 6<span></span>
</td>
<td class="nump">$ 12<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 10<span></span>
</td>
<td class="nump">$ 10<span></span>
</td>
<td class="nump">$ 7<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementEquityComponentsAxis=us-gaap_CommonStockMember', window );">Common Stock [Member] | Employee Stock Purchase Plan [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent', window );">Purchase discount, percentage</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">15.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_TitleOfIndividualAxis=srt_DirectorMember', window );">Director [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services , shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">9,758<span></span>
</td>
<td class="nump">10,668<span></span>
</td>
<td class="nump">7,198<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services, value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 40,000<span></span>
</td>
<td class="nump">$ 40,000<span></span>
</td>
<td class="nump">$ 40,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_TitleOfIndividualAxis=duot_ThreeDirectorsMember', window );">Three Directors [Member] | Common Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services , shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,645<span></span>
</td>
<td class="nump">12,463<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services, value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 32,500<span></span>
</td>
<td class="nump">$ 32,500<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased', window );">Weighted average price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5.76<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5.76<span></span>
</td>
<td class="nump">$ 2.61<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_TitleOfIndividualAxis=duot_FourDirectorsMember', window );">Four Directors [Member] | Common Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices', window );">Stock issued for services , shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">7,910<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services, value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 40,565<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased', window );">Weighted average price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5.13<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_TitleOfIndividualAxis=duot_EmployeesAndDirectorsMember', window );">Employees And Directors [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AllocatedShareBasedCompensationExpense', window );">Stock-based compensation expense</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 400,645<span></span>
</td>
<td class="nump">$ 592,177<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TypeOfArrangementAxis=duot_PurchaseAgreementMember', window );">Purchase Agreement [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock', window );">Proceeds from convertible preferred stock</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 4,500,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember', window );">Convertible Series B Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">15,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">15,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">15,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 7<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 7<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 7<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConvertedToCommonStockShares', window );">Converted to common stock shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">851<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesBConvertiblePreferredStockMember', window );">Series B Convertible Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ConversionOfStockAmountConverted1', window );">Conversion of stock, value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentConvertibleConversionPrice1', window );">Conversion price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 7.00<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 7.00<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember', window );">Convertible Series C Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockVotingRights', window );">Preferred stock voting rights</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">Each share of Series C Convertible Preferred Stock has 172 votes<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5.50<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5.50<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5.50<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_SeriesCPreferredConvertedToCommonStockShares', window );">Series C preferred converted to common stock, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">454,546<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConversionOfStockSharesIssued', window );">Conversion of shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,790<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember', window );">Convertible Series D Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,299<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockVotingRights', window );">Preferred stock voting rights</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">Each share of Series D Convertible Preferred
Stock has 333 votes<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockConvertibleConversionPrice', window );">Conversion price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3.00<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3.00<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesDConvertiblePreferredStockMember', window );">Series D Convertible Preferred Stock [Member] | Purchase Agreement [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">999<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">999<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">999<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock', window );">Proceeds from convertible preferred stock</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 999,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesDConvertiblePreferredStockMember', window );">Series D Convertible Preferred Stock [Member] | Private Placement [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">300<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock', window );">Proceeds from convertible preferred stock</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 300,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember', window );">Convertible Series E Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">30,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">30,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">30,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockVotingRights', window );">Preferred stock voting rights</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">Each
share of Series E Preferred Stock has 333 votes<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts', window );">Additional paid-in capital</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 299,145<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesEConvertiblePreferredStockMember', window );">Series E Convertible Preferred Stock [Member] | Purchase Agreement [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock', window );">Proceeds from convertible preferred stock</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 4,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember', window );">Convertible Series F Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ClassOfStockLineItems', window );"><strong>Class of Stock [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock, shares authorized</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred stock, shares issued</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred stock, shares outstanding</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockVotingRights', window );">Preferred stock voting rights</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">Each
share of Series F Preferred Stock has 161 votes<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 6.20<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 6.20<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 6.20<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockConvertibleConversionPrice', window );">Conversion price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 6.20<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 6.20<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ActualCosts">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ActualCosts</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ConversionOfStockSharesIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConversionOfStockSharesIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ConvertedToCommonStockShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConvertedToCommonStockShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_FairMarketValuePercentage">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_FairMarketValuePercentage</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_OptionsToPurchaseSharesOfCommonStock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_OptionsToPurchaseSharesOfCommonStock</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesCPreferredConvertedToCommonStockShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesCPreferredConvertedToCommonStockShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SeriesFPreferredConvertiblePreferredStockShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_SeriesFPreferredConvertiblePreferredStockShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_TotalCompensationCostForStockOptions">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_TotalCompensationCostForStockOptions</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AccruedLiabilitiesAndOtherLiabilities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of expenses incurred but not yet paid nor invoiced, and liabilities classified as other.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AccruedLiabilitiesAndOtherLiabilities</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of decrease in additional paid in capital (APIC) resulting from direct costs associated with issuing stock. Includes, but is not limited to, legal and accounting fees and direct costs associated with stock issues under a shelf registration.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -SubTopic 10<br> -Topic 505<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-2<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480008/505-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AllocatedShareBasedCompensationExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of expense for award under share-based payment arrangement. Excludes amount capitalized.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SAB Topic 14.F)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479830/718-10-S99-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (h)(1)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AllocatedShareBasedCompensationExpense</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ClassOfStockLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (d)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 2: http://www.xbrl.org/2003/role/recommendedDisclosureRef<br> -Topic 272<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483014/272-10-45-3<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 272<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482987/272-10-50-1<br><br>Reference 4: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 235<br> -SubTopic 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Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(27)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-2<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 15: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-03(i)(2))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479886/946-10-S99-3<br><br>Reference 16: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-03(i)(1))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479886/946-10-S99-3<br><br>Reference 17: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-03(i)(2)(i))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479886/946-10-S99-3<br><br>Reference 18: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-03(i)(2)(ii))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479886/946-10-S99-3<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ClassOfStockLineItems</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Exercise price per share or per unit of warrants or rights outstanding.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-3<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockConvertibleConversionPriceIncrease">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Per share increase in conversion price of convertible common stock. Excludes change due to standard antidilution provision.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-3<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockConvertibleConversionPriceIncrease</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockIssuedEmployeeTrustDeferred">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Aggregate value of common stock held in a trust that has been set up specifically to accumulate stock for the sole purpose of distribution to participating employees but not yet earned.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 710<br> -SubTopic 10<br> -Section 25<br> -Paragraph 17<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483070/710-10-25-17<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 710<br> -SubTopic 10<br> -Section 25<br> -Paragraph 16<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483070/710-10-25-16<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockIssuedEmployeeTrustDeferred</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ConversionOfStockAmountConverted1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The value of the stock converted in a noncash (or part noncash) transaction. Noncash is defined as transactions during a period that do not result in cash receipts or cash payments in the period. "Part noncash" refers to that portion of the transaction not resulting in cash receipts or cash payments in the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-4<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-3<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482913/230-10-50-5<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ConversionOfStockAmountConverted1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_DebtInstrumentConvertibleConversionPrice1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The price per share of the conversion feature embedded in the debt instrument.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1B<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1B<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 5<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-5<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DebtInstrumentConvertibleConversionPrice1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>This item represents the amount of cash contributions during the period made by the entity to the Employee Stock Ownership Plan (ESOP).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 40<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480489/718-40-50-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_EmployeeStockOwnershipPlanESOPCashContributionsToESOP</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cost for repurchase of preferred shares in excess of (less than) net asset value (NAV) at repurchase date.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-03(i)(2)(i))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479886/946-10-S99-3<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockConvertibleConversionPrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Per share conversion price of preferred stock.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockConvertibleConversionPrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockParOrStatedValuePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Face amount or stated value per share of preferred stock nonredeemable or redeemable solely at the option of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockParOrStatedValuePerShare</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockRedemptionPricePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The price per share at which the preferred stock of an entity that has priority over common stock in the distribution of dividends and in the event of liquidation of the entity is redeemed or may be called at. The redemption features of this preferred stock are solely within the control of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-3<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-5<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 11<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-11<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockRedemptionPricePerShare</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockSharesAuthorized">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The maximum number of nonredeemable preferred shares (or preferred stock redeemable solely at the option of the issuer) permitted to be issued by an entity's charter and bylaws.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(16)(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockSharesAuthorized</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockSharesIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Total number of nonredeemable preferred shares (or preferred stock redeemable solely at the option of the issuer) issued to shareholders (includes related preferred shares that were issued, repurchased, and remain in the treasury). May be all or portion of the number of preferred shares authorized. Excludes preferred shares that are classified as debt.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockSharesIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockSharesOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Aggregate share number for all nonredeemable preferred stock (or preferred stock redeemable solely at the option of the issuer) held by stockholders. Does not include preferred shares that have been repurchased.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.6-05(4))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-2<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(4)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 210<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.6-04(16)(a))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479617/946-210-S99-1<br><br>Reference 4: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(7))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockSharesOutstanding</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockVotingRights">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Description of voting rights of nonredeemable preferred stock. Includes eligibility to vote and votes per share owned. Include also, if any, unusual voting rights.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-3<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockVotingRights</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ProceedsFromIssuanceInitialPublicOffering">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The cash inflow associated with the amount received from entity's first offering of stock to the public.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-14<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ProceedsFromIssuanceInitialPublicOffering</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The cash inflow from issuance of preferred stocks identified as being convertible into another form of financial instrument, typically the entity's common stock.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-14<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>A specified percentage variance in the discount rate assumption in the determination of fair value of transferor's interests in transferred financial assets (including any servicing assets or servicing liabilities) as of the balance sheet date.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 860<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481326/860-20-50-4<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensation">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of noncash expense for share-based payment arrangement.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -SubTopic 10<br> -Topic 230<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensation</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of equity-based payment instruments, excluding stock (or unit) options, that were forfeited during the reporting period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(2)(iii)(03)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of grants made during the period on other than stock (or unit) option plans (for example, phantom stock or unit plan, stock or unit appreciation rights plan, performance target plan).</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(2)(iii)(01)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of non-vested equity-based payment instruments, excluding stock (or unit) options, that validly exist and are outstanding as of the balance sheet date.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(2)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(2)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The estimated measure of the percentage by which a share price is expected to fluctuate during a period. Volatility also may be defined as a probability-weighted measure of the dispersion of returns about the mean. The volatility of a share price is the standard deviation of the continuously compounded rates of return on the share over a specified period. That is the same as the standard deviation of the differences in the natural logarithms of the stock prices plus dividends, if any, over the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The difference between the maximum number of shares (or other type of equity) authorized for issuance under the plan (including the effects of amendments and adjustments), and the sum of: 1) the number of shares (or other type of equity) already issued upon exercise of options or other equity-based awards under the plan; and 2) shares (or other type of equity) reserved for issuance on granting of outstanding awards, net of cancellations and forfeitures, if applicable.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of shares into which fully or partially vested stock options outstanding as of the balance sheet date can be currently converted under the option plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(iii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of options outstanding, including both vested and non-vested options.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(ii)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Per share weighted-average price paid for shares purchased on open market for issuance under share-based payment arrangement.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Price of a single share of a number of saleable stocks of a company.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharePrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Expected term of award under share-based payment arrangement, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents reported fact of one year, five months, and thirteen days.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 718<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(i)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480429/718-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:durationItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Purchase price of common stock expressed as a percentage of its fair value.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:percentItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SharesIssued">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares of stock issued as of the balance sheet date, including shares that had been issued and were previously outstanding but which are now held in the treasury.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -SubTopic 10<br> -Topic 505<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SharesIssued</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodSharesIssuedForServices">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares issued in lieu of cash for services contributed to the entity. Number of shares includes, but is not limited to, shares issued for services contributed by vendors and founders.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodSharesIssuedForServices</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodSharesNewIssues">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of new stock issued during the period.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -SubTopic 10<br> -Topic 505<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 505<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481004/946-505-50-2<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(4)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-03(i)(1))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479886/946-10-S99-3<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480008/505-10-S99-1<br><br>Reference 7: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodSharesNewIssues</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Value of stock issued in lieu of cash for services contributed to the entity. Value of the stock issued includes, but is not limited to, services contributed by vendors and founders.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodValueIssuedForServices</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StockIssuedDuringPeriodValueNewIssues">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Equity impact of the value of new stock issued during the period. Includes shares issued in an initial public offering or a secondary public offering.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -SubTopic 10<br> -Topic 505<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-2<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 946<br> -SubTopic 830<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 11<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480167/946-830-55-11<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 205<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 4<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480767/946-205-45-4<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 505<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481004/946-505-50-2<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 946<br> -SubTopic 220<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 3<br> -Subparagraph (SX 210.6-09(4)(b))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147483575/946-220-S99-3<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br><br>Reference 7: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480008/505-10-S99-1<br><br>Reference 8: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StockIssuedDuringPeriodValueNewIssues</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PlanNameAxis=duot_Plan2021Member">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PlanNameAxis=duot_Plan2021Member</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PlanNameAxis=duot_Plan2016Member">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PlanNameAxis=duot_Plan2016Member</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PlanNameAxis=duot_NonPlanMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_SubsidiarySaleOfStockAxis=duot_EmployeeStockPurchasePlanMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_SubsidiarySaleOfStockAxis=duot_EmployeeStockPurchasePlanMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
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<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
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</table></div>
</div></td></tr>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OptionIndexedToIssuersEquityTypeAxis=us-gaap_CallOptionMember</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_OptionIndexedToIssuersEquityTypeAxis=us-gaap_PutOptionMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_OptionIndexedToIssuersEquityTypeAxis=us-gaap_PutOptionMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AwardTypeAxis=us-gaap_EmployeeStockOptionMember</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_AwardTypeAxis=duot_NonQualifiedStockOptionsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_AwardTypeAxis=duot_NonQualifiedStockOptionsMember</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
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<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementEquityComponentsAxis=us-gaap_CommonStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementEquityComponentsAxis=us-gaap_CommonStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
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<tr>
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<td>na</td>
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<td><strong> Balance Type:</strong></td>
<td></td>
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<tr>
<td><strong> Period Type:</strong></td>
<td></td>
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</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_TitleOfIndividualAxis=srt_DirectorMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_TitleOfIndividualAxis=srt_DirectorMember</td>
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<tr>
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<td></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_TitleOfIndividualAxis=duot_ThreeDirectorsMember</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td></td>
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<td></td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_TitleOfIndividualAxis=duot_FourDirectorsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_TitleOfIndividualAxis=duot_FourDirectorsMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_srt_TitleOfIndividualAxis=duot_EmployeesAndDirectorsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_TitleOfIndividualAxis=duot_EmployeesAndDirectorsMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TypeOfArrangementAxis=duot_PurchaseAgreementMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TypeOfArrangementAxis=duot_PurchaseAgreementMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesBPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_SeriesBConvertiblePreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_SeriesBConvertiblePreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesCPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesDPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
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<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_SeriesDConvertiblePreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_SeriesDConvertiblePreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
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</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TypeOfArrangementAxis=us-gaap_PrivatePlacementMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_TypeOfArrangementAxis=us-gaap_PrivatePlacementMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesEPreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_SeriesEConvertiblePreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_SeriesEConvertiblePreferredStockMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td></td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementClassOfStockAxis=duot_ConvertibleSeriesFPreferredStockMember</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td></td>
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<td><strong> Data Type:</strong></td>
<td>na</td>
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<tr>
<td><strong> Balance Type:</strong></td>
<td></td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
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</table></div>
</div></td></tr>
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</body>
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</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>49
<FILENAME>R36.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444666160">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>REVENUE AND CONTRACT ACCOUNTING (Details - Contract assets) - USD ($)<br></strong></div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerAbstract', window );"><strong>Revenue from Contract with Customer [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CostsAndEstimatedEarningsRecognized', window );">Cumulative revenues recognized</a></td>
<td class="nump">$ 8,594,322<span></span>
</td>
<td class="nump">$ 5,934,205<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_BillingsOrCashReceived', window );">Less: Billings or cash received</a></td>
<td class="num">(7,247,591)<span></span>
</td>
<td class="num">(5,508,483)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ContractWithCustomerAssetNetCurrent', window );">Contract assets</a></td>
<td class="nump">$ 1,346,731<span></span>
</td>
<td class="nump">$ 425,722<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_BillingsOrCashReceived">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_BillingsOrCashReceived</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CostsAndEstimatedEarningsRecognized">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_CostsAndEstimatedEarningsRecognized</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ContractWithCustomerAssetNetCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount, after allowance for credit loss, of right to consideration in exchange for good or service transferred to customer when right is conditioned on something other than passage of time, classified as current.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-3<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-1<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-8<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ContractWithCustomerAssetNetCurrent</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_RevenueFromContractWithCustomerAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_RevenueFromContractWithCustomerAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
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</table></div>
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</body>
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</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>50
<FILENAME>R37.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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</head>
<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444716432">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>REVENUE AND CONTRACT ACCOUNTING (Details - Contract liabilities) - USD ($)<br></strong></div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerAbstract', window );"><strong>Revenue from Contract with Customer [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_BillingsAndorCashReceiptsOnUncompletedContracts', window );">Billings and/or cash receipts on uncompleted contracts</a></td>
<td class="nump">$ 972,908<span></span>
</td>
<td class="nump">$ 4,355,470<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_CostAndEstimatedEarningsRecognized', window );">Less: Cumulative revenues recognized</a></td>
<td class="num">(199,976)<span></span>
</td>
<td class="num">(4,144,018)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ContractLiabilitiesTechnologiesSystems', window );">Contract liabilities, technology systems</a></td>
<td class="nump">772,932<span></span>
</td>
<td class="nump">211,452<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ContractLiabilitiesServicesAndConsulting', window );">Contract liabilities, services and consulting</a></td>
<td class="nump">815,996<span></span>
</td>
<td class="nump">746,545<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ContractWithCustomerLiability', window );">Total contract liabilities</a></td>
<td class="nump">$ 1,588,928<span></span>
</td>
<td class="nump">$ 957,997<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_BillingsAndorCashReceiptsOnUncompletedContracts">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_BillingsAndorCashReceiptsOnUncompletedContracts</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ContractLiabilitiesServicesAndConsulting">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ContractLiabilitiesServicesAndConsulting</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ContractLiabilitiesTechnologiesSystems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ContractLiabilitiesTechnologiesSystems</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CostAndEstimatedEarningsRecognized">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_CostAndEstimatedEarningsRecognized</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>debit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ContractWithCustomerLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of obligation to transfer good or service to customer for which consideration has been received or is receivable.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-8<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ContractWithCustomerLiability</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_RevenueFromContractWithCustomerAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_RevenueFromContractWithCustomerAbstract</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200440048992">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>REVENUE AND CONTRACT ACCOUNTING (Details -Disaggregated revenue) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">3 Months Ended</th>
<th class="th" colspan="2">9 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">$ 1,530,923<span></span>
</td>
<td class="nump">$ 4,022,238<span></span>
</td>
<td class="nump">$ 5,945,270<span></span>
</td>
<td class="nump">$ 9,078,696<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TimingOfTransferOfGoodOrServiceAxis=duot_GoodsTransferredOverTimeMember', window );">Goods Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">705,849<span></span>
</td>
<td class="nump">2,692,417<span></span>
</td>
<td class="nump">3,404,107<span></span>
</td>
<td class="nump">6,038,441<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TimingOfTransferOfGoodOrServiceAxis=duot_ServicesTransferredOverTimeMember', window );">Services Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">825,074<span></span>
</td>
<td class="nump">768,670<span></span>
</td>
<td class="nump">2,541,163<span></span>
</td>
<td class="nump">2,148,779<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TimingOfTransferOfGoodOrServiceAxis=duot_GoodsDeliveredAtPointInTimeMember', window );">Goods Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">17,482<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">234,772<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_TimingOfTransferOfGoodOrServiceAxis=duot_ServicesDeliveredAtPointInTimeMember', window );">Services Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">543,669<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">656,704<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_ProductOrServiceAxis=duot_TurnkeyProjectsMember', window );">Turnkey Projects [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">705,849<span></span>
</td>
<td class="nump">2,692,417<span></span>
</td>
<td class="nump">3,404,107<span></span>
</td>
<td class="nump">6,038,441<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_ProductOrServiceAxis=duot_MaintenanceAndSupportMember', window );">Maintenance And Support [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">646,927<span></span>
</td>
<td class="nump">1,312,339<span></span>
</td>
<td class="nump">1,944,969<span></span>
</td>
<td class="nump">2,805,483<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_ProductOrServiceAxis=duot_AlgorithmsMember', window );">Algorithms [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">178,147<span></span>
</td>
<td class="nump">17,482<span></span>
</td>
<td class="nump">596,194<span></span>
</td>
<td class="nump">234,772<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">1,333,556<span></span>
</td>
<td class="nump">3,765,312<span></span>
</td>
<td class="nump">5,247,291<span></span>
</td>
<td class="nump">8,087,759<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Goods Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">705,849<span></span>
</td>
<td class="nump">2,689,393<span></span>
</td>
<td class="nump">3,390,555<span></span>
</td>
<td class="nump">5,885,477<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Services Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">627,707<span></span>
</td>
<td class="nump">532,250<span></span>
</td>
<td class="nump">1,856,736<span></span>
</td>
<td class="nump">1,545,578<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Goods Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Services Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">543,669<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">656,704<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Turnkey Projects [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">705,849<span></span>
</td>
<td class="nump">2,689,393<span></span>
</td>
<td class="nump">3,390,555<span></span>
</td>
<td class="nump">5,885,477<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Maintenance And Support [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">627,707<span></span>
</td>
<td class="nump">1,075,919<span></span>
</td>
<td class="nump">1,856,736<span></span>
</td>
<td class="nump">2,202,282<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Algorithms [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">19,220<span></span>
</td>
<td class="nump">32,821<span></span>
</td>
<td class="nump">90,432<span></span>
</td>
<td class="nump">76,818<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Goods Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">13,552<span></span>
</td>
<td class="num">(498)<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Services Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">19,220<span></span>
</td>
<td class="nump">32,821<span></span>
</td>
<td class="nump">76,880<span></span>
</td>
<td class="nump">77,316<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Goods Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Services Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Turnkey Projects [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">13,552<span></span>
</td>
<td class="num">(498)<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Maintenance And Support [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">19,220<span></span>
</td>
<td class="nump">32,821<span></span>
</td>
<td class="nump">76,880<span></span>
</td>
<td class="nump">77,316<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Algorithms [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">23,245<span></span>
</td>
<td class="nump">11,353<span></span>
</td>
<td class="nump">214,124<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Goods Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">3,024<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">153,462<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Services Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">20,221<span></span>
</td>
<td class="nump">11,353<span></span>
</td>
<td class="nump">60,662<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Goods Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Services Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Turnkey Projects [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">3,024<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">153,462<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Maintenance And Support [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">20,221<span></span>
</td>
<td class="nump">11,353<span></span>
</td>
<td class="nump">60,662<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Algorithms [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">178,147<span></span>
</td>
<td class="nump">200,860<span></span>
</td>
<td class="nump">596,194<span></span>
</td>
<td class="nump">699,995<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member] | Goods Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member] | Services Transferred Over Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">178,147<span></span>
</td>
<td class="nump">183,378<span></span>
</td>
<td class="nump">596,194<span></span>
</td>
<td class="nump">465,223<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member] | Goods Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">17,482<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">234,772<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member] | Services Delivered At Point In Time [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member] | Turnkey Projects [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member] | Maintenance And Support [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">183,378<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">465,223<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember', window );">Artificial Intelligence [Member] | Algorithms [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">178,147<span></span>
</td>
<td class="nump">17,482<span></span>
</td>
<td class="nump">596,194<span></span>
</td>
<td class="nump">234,772<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">1,530,923<span></span>
</td>
<td class="nump">4,022,238<span></span>
</td>
<td class="nump">5,945,270<span></span>
</td>
<td class="nump">9,078,696<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member] | Rail [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">1,333,556<span></span>
</td>
<td class="nump">3,765,312<span></span>
</td>
<td class="nump">5,247,291<span></span>
</td>
<td class="nump">8,087,759<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member] | Commercial [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">19,220<span></span>
</td>
<td class="nump">32,821<span></span>
</td>
<td class="nump">90,432<span></span>
</td>
<td class="nump">76,818<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member] | Governments [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">23,245<span></span>
</td>
<td class="nump">11,353<span></span>
</td>
<td class="nump">214,124<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member] | Artificial Intelligence [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">$ 178,147<span></span>
</td>
<td class="nump">$ 200,860<span></span>
</td>
<td class="nump">$ 596,194<span></span>
</td>
<td class="nump">$ 699,995<span></span>
</td>
</tr>
</table>
<div style="display: none;">
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Line items represent financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members defined in one or many axes to the table.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount, excluding tax collected from customer, of revenue from satisfaction of performance obligation by transferring promised good or service to customer. Tax collected from customer is tax assessed by governmental authority that is both imposed on and concurrent with specific revenue-producing transaction, including, but not limited to, sales, use, value added and excise.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<td><strong> Name:</strong></td>
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<td><strong> Name:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_ProductOrServiceAxis=duot_MaintenanceAndSupportMember</td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_ProductOrServiceAxis=duot_AlgorithmsMember</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Name:</strong></td>
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<td><strong> Name:</strong></td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_StatementBusinessSegmentsAxis=duot_ArtificialIntelligenceMember</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">srt_StatementGeographicalAxis=srt_NorthAmericaMember</td>
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<head>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200438281568">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>REVENUE AND CONTRACT ACCOUNTING (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
</tr>
<tr class="re">
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<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ContractWithCustomerLiabilityCurrent', window );">Contract liabilities</a></td>
<td class="nump">$ 1,588,928<span></span>
</td>
<td class="nump">$ 957,997<span></span>
</td>
</tr>
<tr class="re">
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<td class="nump">772,932<span></span>
</td>
<td class="nump">$ 211,452<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConsultingRecognized', window );">Consulting recognized</a></td>
<td class="nump">$ 636,822<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ConsultingRecognized">
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConsultingRecognized</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ContractLiabilitiesTechnologiesSystems</td>
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<td>credit</td>
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<td>instant</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_ContractWithCustomerLiabilityCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of obligation to transfer good or service to customer for which consideration has been received or is receivable, classified as current.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 1<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-1<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479806/606-10-50-8<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 606<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 2<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147479837/606-10-45-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_ContractWithCustomerLiabilityCurrent</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<td>xbrli:monetaryItemType</td>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200449672704">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEFINED CONTRIBUTION PLAN (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="1">3 Months Ended</th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CompensationRelatedCostsAbstract', window );"><strong>Compensation Related Costs [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DefinedBenefitPlanServiceCost', window );">Cash contributions</a></td>
<td class="nump">$ 59,508<span></span>
</td>
<td class="nump">$ 158,852<span></span>
</td>
</tr>
</table>
<div style="display: none;">
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of cost for actuarial present value of benefits attributed to service rendered by employee for defined benefit plan.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 715<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 17<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480482/715-20-55-17<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Topic 715<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 55<br> -Paragraph 18<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480482/715-20-55-18<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 715<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)(1)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480506/715-20-50-1<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 715<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (h)(1)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480506/715-20-50-1<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 715<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 6<br> -Subparagraph (a)(1)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480506/715-20-50-6<br></p></div>
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<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DefinedBenefitPlanServiceCost</td>
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<td>us-gaap_</td>
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<td>xbrli:monetaryItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>debit</td>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
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</div></td></tr>
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</head>
<body>
<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444745744">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>SALE OF ASSETS (Details)<br></strong></div></th>
<th class="th">
<div>Sep. 30, 2023 </div>
<div>USD ($)</div>
</th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_DisclosureSaleOfAssetsAbstract', window );"><strong>Sale Of Assets</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConvertibleNoteReceivable', window );">Convertible note receivable</a></td>
<td class="nump">$ 165,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentUnamortizedDiscount', window );">Unamortized discount</a></td>
<td class="num">(13,125)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConvertibleNoteReceivableNet', window );">Convertible note receivable, net</a></td>
<td class="nump">$ 151,875<span></span>
</td>
</tr>
</table>
<div style="display: none;">
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConvertibleNoteReceivable</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>debit</td>
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<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ConvertibleNoteReceivableNet">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConvertibleNoteReceivableNet</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>debit</td>
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<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_DisclosureSaleOfAssetsAbstract">
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_DisclosureSaleOfAssetsAbstract</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:stringItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
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</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_DebtInstrumentUnamortizedDiscount">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount, after accumulated amortization, of debt discount.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 835<br> -SubTopic 30<br> -Section 45<br> -Paragraph 1A<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482925/835-30-45-1A<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Topic 835<br> -SubTopic 30<br> -Section 55<br> -Paragraph 8<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482949/835-30-55-8<br><br>Reference 3: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1D<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1D<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DebtInstrumentUnamortizedDiscount</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
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<td><strong> Balance Type:</strong></td>
<td>debit</td>
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<td><strong> Period Type:</strong></td>
<td>instant</td>
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</table></div>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200444566736">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>SALE OF ASSETS (Details Narrative)<br></strong></div></th>
<th class="th" colspan="1">9 Months Ended</th>
</tr>
<tr><th class="th">
<div>Sep. 30, 2023 </div>
<div>USD ($) </div>
<div>$ / shares </div>
<div>shares</div>
</th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_DisclosureSaleOfAssetsAbstract', window );"><strong>Sale Of Assets</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PrincipalAmount', window );">Principal amount | $</a></td>
<td class="nump">$ 165,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_OriginalIssueDiscount', window );">Original issue discount</a></td>
<td class="nump">10.00%<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_DebtInstrumentConvertibleConversionPrice1', window );">Conversion price | $ / shares</a></td>
<td class="nump">$ 0.003<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_CommonStockDividendsShares', window );">Common stock shares | shares</a></td>
<td class="nump">55,000,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_PurchaseOfCommonStockWarrants', window );">Purchase of common stock warrants | shares</a></td>
<td class="nump">55,000,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_WarrantExercisePriceIncrease', window );">Exercise price | $ / shares</a></td>
<td class="nump">$ 0.01<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges', window );">Sale of assets | $</a></td>
<td class="nump">$ 150,000<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_DisclosureSaleOfAssetsAbstract">
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_DisclosureSaleOfAssetsAbstract</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_OriginalIssueDiscount</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_PrincipalAmount">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_PrincipalAmount</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
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<td>xbrli:monetaryItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>debit</td>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
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</table></div>
</div></td></tr>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_PurchaseOfCommonStockWarrants</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_CommonStockDividendsShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares of common stock issued as dividends during the period. Excludes stock splits.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 2<br> -SubTopic 10<br> -Topic 505<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_CommonStockDividendsShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_DebtInstrumentConvertibleConversionPrice1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The price per share of the conversion feature embedded in the debt instrument.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 1B<br> -Subparagraph (c)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-1B<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 470<br> -SubTopic 20<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 5<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481139/470-20-50-5<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_DebtInstrumentConvertibleConversionPrice1</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
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<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Amount of gain (loss) from the difference between the sale price or salvage price and the book value of an asset that was sold or retired, and gain (loss) from the write down of assets from their carrying value to fair value.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Topic 230<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (b)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147482740/230-10-45-28<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_GainLossOnSalesOfAssetsAndAssetImpairmentCharges</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:monetaryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>credit</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_WarrantExercisePriceIncrease">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Per share increase in exercise price of warrant. Excludes change due to standard antidilution provision.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 3<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-3<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_WarrantExercisePriceIncrease</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
</div>
</body>
</html>
</TEXT>
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<DOCUMENT>
<TYPE>XML
<SEQUENCE>56
<FILENAME>R43.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
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<head>
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<span style="display: none;">v3.23.3</span><table class="report" border="0" cellspacing="2" id="idm140200437781920">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>SUBSEQUENT EVENTS (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="2">9 Months Ended</th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Nov. 09, 2023</div></th>
<th class="th"><div>Sep. 30, 2023</div></th>
<th class="th"><div>Sep. 30, 2022</div></th>
<th class="th"><div>Dec. 31, 2022</div></th>
<th class="th"><div>Feb. 21, 2022</div></th>
<th class="th"><div>Feb. 03, 2022</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventLineItems', window );"><strong>Subsequent Event [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharePrice', window );">Share price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 3<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 4<span></span>
</td>
<td class="nump">$ 4<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfPreferredStockAndPreferenceStock', window );">Received proceeds</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 9,000,000<span></span>
</td>
<td class="nump">$ 999,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0.001<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 0.001<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesIssued', window );">Additional shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,000,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=us-gaap_SeriesEPreferredStockMember', window );">Series E Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventLineItems', window );"><strong>Subsequent Event [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred stock, par value</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredStockRedemptionPricePerShare', window );">Preferred stock, conversion price per share</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">3.00<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesFConvertiblePreferredStockMember', window );">Series F Convertible Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventLineItems', window );"><strong>Subsequent Event [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharePrice', window );">Share price</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 6.20<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventTypeAxis=us-gaap_SubsequentEventMember', window );">Subsequent Event [Member] | Series E Convertible Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventLineItems', window );"><strong>Subsequent Event [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_PreferredUnitsAuthorized', window );">Shares sold to investors</a></td>
<td class="nump">2,500<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharePrice', window );">Share price</a></td>
<td class="nump">$ 1,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfPreferredStockAndPreferenceStock', window );">Received proceeds</a></td>
<td class="nump">$ 2,500,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConversionPrice', window );">Conversion price</a></td>
<td class="nump">$ 3.00<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_ConversionShares', window );">Conversion shares</a></td>
<td class="nump">1,430,484<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesIssued', window );">Additional shares</a></td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SharesIssuedPricePerShare', window );">Common per share</a></td>
<td class="nump">$ 3.00<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventTypeAxis=us-gaap_SubsequentEventMember', window );">Subsequent Event [Member] | Series F Convertible Preferred Stock [Member]</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_us-gaap_SubsequentEventLineItems', window );"><strong>Subsequent Event [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_duot_StockExchangeShares', window );">Exchange shares</a></td>
<td class="nump">5,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ConversionPrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConversionPrice</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_ConversionShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_ConversionShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_StockExchangeShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">duot_StockExchangeShares</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockParOrStatedValuePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Face amount or stated value per share of preferred stock nonredeemable or redeemable solely at the option of the issuer.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Topic 505<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147481112/505-10-50-13<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Topic 210<br> -SubTopic 10<br> -Name Accounting Standards Codification<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -Publisher FASB<br> -URI https://asc.fasb.org//1943274/2147480566/210-10-S99-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">us-gaap_PreferredStockParOrStatedValuePerShare</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>us-gaap_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dtr-types:perShareItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>instant</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_PreferredStockRedemptionPricePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The price per share at which the preferred stock of an entity that has priority over common stock in the distribution of dividends and in the event of liquidation of the entity is redeemed or may be called at. The redemption features of this preferred stock are solely within the control of the issuer.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The number of preferred units authorized to be issued.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Price of a single share of a number of saleable stocks of a company.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Number of shares of stock issued as of the balance sheet date, including shares that had been issued and were previously outstanding but which are now held in the treasury.</p></div>
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<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Per share or per unit amount of equity securities issued.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
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&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_84E_ecustom--NatureOfOperationsPolicyTextBlock_z7gBgYnuiaK4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86D_zcAUect9zrHh"&gt;Nature of Operations&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Duos Technologies Group, Inc. (the &#x201c;Company&#x201d;),
through its operating subsidiaries, Duos Technologies, Inc. (&#x201c;Duos&#x201d;) and TrueVue360, Inc. (&#x201c;TrueVue360&#x201d;) (collectively
the &#x201c;Company&#x201d;), is a company that specializes in machine vision and artificial intelligence to analyze fast moving objects
such as trains, trucks, automobiles, and aircraft. This technology can help improve safety, maintenance, and operating metrics.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company is the inventor of the Railcar Inspection
Portal (RIP) and is currently the rail industry leader for machine vision/camera wayside detection systems that include the use of Artificial
Intelligence at speeds up to 125 mph. The RIP inspects a train at full speed from the top, sides, and bottom looking at FRA/AAR mandated
safety inspection points. The system also detects illegal riders that assists law enforcement agencies. Each rail car is scanned with
machine vision cameras and other sensors from the top, sides, and bottom and images are produced within seconds of passing that can be
used by the customer to help prevent derailments, improve maintenance operations, and assist with security. The Company self-performs
all aspects of hardware, software, IT, and Artificial Intelligence development and engineering and holds several patents and maintains
significant intellectual property. The Company also has a proprietary portfolio of over 40 Artificial Intelligence &#x201c;Use Cases&#x201d;
that automatically flag defects. The Company has deployed this system with several Class 1 and passenger customers and anticipates an
increased demand in the future from rail operators, car owners, shippers, and law enforcement agencies.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company has also developed the Automated Logistics
Information System (ALIS) which automates gatehouse operations where trucks enter and exit large logistics and intermodal facilities.
This solution also incorporates sensors and data points as necessary for each operation and directly interconnects with backend logistics
databases and processes to streamline operations and significantly improve operations and security and, importantly, dramatically improves
throughput on each lane on which the technology is deployed. The Company expects to deploy an upgraded Truck Inspection Portal (TIP) which
uses the same technology and lessons learned from the ALIS and RIP systems.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company&#x2019;s strategy is to expand our
existing customer base in the Class 1, short line, and passenger space in North America; expand our subscription offering to car
owners and shippers; and expand operations to meet the demand from international customers. The Company has prepared to respond and
scale if necessary to react to increased demand from potential regulations that may be imposed around wayside detection technology.
In the future the Company may put more emphasis on the trucking and intermodal sector with an updated Truck Inspection Portal
solution. The Company continues to focus on operational and technical excellence, customer satisfaction, and maintaining a highly
skilled and performance-based work force.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;















&lt;p id="xdx_840_eus-gaap--BasisOfAccountingPolicyPolicyTextBlock_zn4d9h5SkxNe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_867_zmK5SR1efIGh"&gt;Basis of Presentation&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The accompanying unaudited consolidated financial
statements have been prepared in accordance with U.S. generally accepted accounting principles (&#x201c;GAAP&#x201d;) for interim financial
information and with the instructions to Form 10-Q and Article 8 of Regulation S-X. Accordingly, they do not include all of the information
and footnotes required by U.S. GAAP for complete financial statements. In the opinion of management, all adjustments (all of which are
of a normal recurring nature) considered necessary for a fair presentation have been included. Operating results for the nine months ended
September 30, 2023 are not necessarily indicative of the results that may be expected for the year ending December 31, 2023 or for any
other future period. These unaudited consolidated financial statements and the unaudited condensed notes thereto should be read in conjunction
with the audited consolidated financial statements and notes thereto included in the Company&#x2019;s Annual Report on Form 10-K for the
year ended December 31, 2022 filed with the Securities and Exchange Commission (the &#x201c;SEC&#x201d;) on March 31, 2023.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_841_eus-gaap--ConsolidationPolicyTextBlock_zKiCM4cJofQ4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86A_zuJAIL8tJkt"&gt;Principles of Consolidation&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The unaudited consolidated financial statements include
Duos Technologies Group, Inc. and its wholly owned subsidiaries, Duos Technologies, Inc. and TrueVue360 Inc. All inter-company transactions
and balances are eliminated in consolidation.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p id="xdx_840_eus-gaap--UseOfEstimates_zaJRRNWDKCH" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_865_ziOYgT7tSKcg"&gt;Use of Estimates&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The preparation of financial statements in conformity
with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that
affect the reported amounts of assets and liabilities and disclosures of contingent assets and liabilities at the date of the consolidated
financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results may differ from these
estimates. The most significant estimates in the accompanying unaudited consolidated financial statements include the allowance on accounts
receivable and notes receivable, valuation of common stock warrants received in exchange for an asset sale, valuation of deferred tax
assets, valuation of intangible and other long-lived assets, estimates of net contract revenues and the total estimated costs to determine
progress towards contract completion, valuation of inventory, estimates of the valuation of right of use assets and corresponding lease
liabilities, valuation of warrants issued with debt and valuation of stock-based awards. We base our estimates on historical experience
and on various other assumptions that we believe are reasonable under the circumstances, the results of which form the basis for making
judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ
from these estimates.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p id="xdx_840_eus-gaap--ConcentrationRiskCreditRisk_zumW3aQsDLG1" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_862_zDfTjttCT3L6"&gt;Concentrations&lt;/span&gt; &lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;Cash Concentrations&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Cash is maintained at financial institutions and at
times, balances may exceed federally insured limits. We have not experienced any losses related to these balances. As of September 30,
2023, the balance in one financial institution exceeded federally insured limits by approximately $&lt;span id="xdx_901_eus-gaap--CashUninsuredAmount_iI_pp0p0_c20230930_zXQoJu97Lt4i" title="Federally insured limits"&gt;2,768,466&lt;/span&gt;. Any loss incurred or a lack
of access to such funds could have a significant adverse impact on the Company&#x2019;s consolidated financial condition, results of operation
and cash flows.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;Significant Customers and Concentration of Credit Risk&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white"&gt;The Company had certain customers
whose revenue individually represented 10% or more of the Company&#x2019;s total revenue, or whose accounts receivable balances individually
represented 10% or more of the Company&#x2019;s total accounts receivable, as follows:&lt;/p&gt;

&lt;p style="font: 8pt Arial, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;For the nine months ended September 30, 2023, two
customers accounted for &lt;span id="xdx_908_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zoqWlS8KLYok" title="Concentration risk, percentage"&gt;55&lt;/span&gt;% and &lt;span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zJNXH1ObSvm1" title="Concentration risk, percentage"&gt;29&lt;/span&gt;% of revenues. For the nine months ended September 30, 2022, four customers accounted for &lt;span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zTeDlTN354b5" title="Concentration risk, percentage"&gt;25&lt;/span&gt;%, &lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zvXy3raVjGch" title="Concentration risk, percentage"&gt;21&lt;/span&gt;%,
&lt;span id="xdx_90E_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z9EmzvmERWa7" title="Concentration risk, percentage"&gt;19&lt;/span&gt;% and &lt;span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_ztGeizOOyFVf" title="Concentration risk, percentage"&gt;19&lt;/span&gt;% of revenues. In all cases, there are no minimum contract values stated. Each contract covers an agreement to deliver a Railcar
Inspection Portal which, once accepted, must be paid in full, with &lt;span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--CustomerMember__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zEjixALsQ903" title="Concentration risk, percentage"&gt;30&lt;/span&gt;% or more being due and payable prior to delivery. The balances of
the contracts are for service and maintenance which is paid annually in advance with revenues recorded ratably over the contract period.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;















&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2023, three customers accounted for
&lt;span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zXqENAxrsINj" title="Concentration risk, percentage"&gt;52&lt;/span&gt;%, &lt;span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z8k5AiFL232d" title="Concentration risk, percentage"&gt;25&lt;/span&gt;%, and &lt;span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zKvgrhMiYckk" title="Concentration risk, percentage"&gt;14&lt;/span&gt;% of accounts receivable. At December 31, 2022, four customers accounted for &lt;span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zkAAyz9YYZNj" title="Concentration risk, percentage"&gt;34&lt;/span&gt;%, &lt;span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zfNMguW71ond" title="Concentration risk, percentage"&gt;31&lt;/span&gt;%, &lt;span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zuidqyx7tTJk" title="Concentration risk, percentage"&gt;19&lt;/span&gt;% and &lt;span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zZPtv1QzwVgl" title="Concentration risk, percentage"&gt;10&lt;/span&gt;% of accounts receivable.
Much of the credit risk is mitigated since all the customers listed here are Class 1 railroads with a history of timely payments to us.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 4pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Geographic Concentration&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;For the nine months ended September 30, 2023,
approximately &lt;span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember__srt--StatementGeographicalAxis__country--US_zsqak756hjDc" title="Concentration risk, percentage"&gt;37&lt;/span&gt;%
of revenue was generated from three customers outside of the United States. For the nine months ended September 30, 2022,
approximately &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zxRJuvEMiBwa" title="Concentration risk, percentage"&gt;54&lt;/span&gt;%
of revenue was generated from four customers outside of the United States. These customers are Canadian and Mexican, and, for the
nine months ended September 30, 2023, two of the three are Class 1 railroads operating in the United States. &lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Significant Vendors and Concentration of Credit
Risk&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In some instances, the Company relies on a limited
pool of vendors for key components related to the manufacturing of its subsystems. These vendors are primarily focused on camera, server
and lighting technologies integral to the Company&#x2019;s solution. Where possible, the Company seeks multiple vendors for key components
to mitigate vendor concentration risk.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_841_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zFj6oQwzREja" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_865_z7QQmKT39Jrh"&gt;Fair Value of Financial Instruments and Fair Value Measurements&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company follows Accounting Standards Codification
(&#x201c;ASC&#x201d;) 820, &#x201c;Fair Value Measurements and Disclosures&#x201d; (&#x201c;ASC 820&#x201d;), for assets and liabilities measured
at fair value on a recurring basis. ASC 820 establishes a common definition for fair value to be applied to existing generally accepted
accounting principles that requires the use of fair value measurements, establishes a framework for measuring fair value and expands disclosure
about such fair value measurements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;ASC&#160;820 defines fair value as the price that
would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement
date. Additionally, ASC&#160;820 requires the use of valuation techniques that maximize the use of observable inputs and minimize the
use of unobservable inputs.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;These inputs are prioritized below:&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 10%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Level 1:&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 90%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Level 2:&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Level 3:&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Unobservable inputs for which there is little or no market data, which require the use of the reporting entity&#x2019;s own assumptions that the market participants would use in the valuation of the asset or liability based on the best available information.&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company analyzes all financial instruments with
features of both liabilities and equity under the Financial Accounting Standard Board&#x2019;s (&#x201c;FASB&#x201d;) accounting standard
for such instruments. Under this standard, financial assets and liabilities are classified in their entirety based on the lowest level
of input that is significant to the fair value measurement.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The estimated fair value of certain financial instruments,
including accounts receivable, prepaid expenses, accounts payable, accrued expenses and notes payable are carried at historical cost basis,
which approximates their fair values because of the short-term nature of these instruments.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_84B_eus-gaap--TradeAndOtherAccountsReceivablePolicy_zTjuH6WPrKih" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86F_zGQEPjALRj4j"&gt;Accounts Receivable&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On January 1, 2023, the Company adopted ASC 326, &#x201c;Financial
Instruments - Credit Losses&#x201d;. In accordance with ASC 326, an allowance is maintained for estimated forward-looking losses resulting
from the possible inability of customers to make required payments (current expected losses). The amount of the allowance is determined
principally on the basis of past collection experience and known financial factors regarding specific customers.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;










&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Accounts receivable are stated at estimated net
realizable value. Accounts receivable are comprised of balances due from customers net of estimated allowances for uncollectible
accounts. In determining the collections on the account, historical trends are evaluated, and specific customer issues are reviewed
to arrive at appropriate allowances. The Company reviews its accounts to estimate losses resulting from the inability of its
customers to make required payments. Any required allowance is based on specific analysis of past due accounts and also considers
historical trends of write-offs. Past due status is based on how recently payments have been received from customers.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_845_eus-gaap--InventoryPolicyTextBlock_zH6to8RiPrB1" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86A_zJSMHWxPkCUc"&gt;Inventory&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Inventory consists primarily of spare parts and consumables
and long lead time components to be used in the production of our technology systems or in connection with maintenance agreements with
customers. Any inventory deemed to be obsolete is written off. Inventory is stated at the lower of cost or net realizable value. Inventory
cost is primarily determined using the weighted average cost method.&lt;/p&gt;

&lt;p style="font: 4pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 4pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbFAmpDBEqL7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_868_zfqsSEj0gbbh"&gt;Software Development Costs&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Software development costs incurred prior to establishing
technological feasibility are charged to operations and included in research and development costs. The technological feasibility of a
software product is established when the Company has completed all planning, designing, coding, and testing activities that are necessary
to establish that the product meets its design specifications, including functionality, features, and technical performance requirements.
Software development costs incurred after establishing technological&#160;feasibility for software sold as a perpetual license, as defined
within ASC 985-20 (Software &#x2013; Costs of Software to be Sold, Leased, or Marketed), are capitalized and amortized on a product-by-product
basis when the product is available for general release to customers.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_846_eus-gaap--CompensationRelatedCostsPolicyTextBlock_zxwzcc5wwVrk" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86F_z1lk737CKU65"&gt;Stock-Based Compensation&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company accounts for employee stock-based compensation
in accordance with ASC 718-10, &#x201c;&lt;i&gt;Share-Based Payment&lt;/i&gt;,&#x201d; which requires the measurement and recognition of compensation
expense for all share-based payment awards made to employees and directors including employee stock options, restricted stock units, and
employee stock purchases based on estimated fair values.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company estimates the fair value of stock options
granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis over the requisite
service periods of the awards, which is generally the vesting period. The Company&#x2019;s determination of fair value using an option-pricing
model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company estimates volatility based upon the historical
stock price of the Company and estimates the expected term for stock options using the simplified method for employees and directors and
the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities
with similar maturities.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_84F_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zmgc0g9QcTP9" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_868_zl3K7SitN3"&gt;Revenue Recognition&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company follows Accounting Standards Codification
606, Revenue from Contracts with Customers (&#x201c;ASC 606&#x201d;), that affects the timing of when certain types of revenues will be
recognized. The basic principles in ASC 606 include the following: a contract with a customer creates distinct contract assets and performance
obligations, satisfaction of a performance obligation creates revenue, and a performance obligation is satisfied upon transfer of control
to a good or service to a customer.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Revenue is recognized by evaluating our revenue contracts
with customers based on the five-step model under ASC 606:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;1.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Identify the contract with the customer;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Identify the performance obligations in the contract;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;3.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Determine the transaction price;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;








&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;4.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Allocate the transaction price to separate performance obligations; and&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;5.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Recognize revenue when (or as) each performance obligation is satisfied.&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company generates revenue from four sources:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(1) Technology Systems&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(2) AI Technologies&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(3) Technical Support&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(4) Consulting Services&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Technology Systems&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;For revenues related to technology systems, the Company
recognizes revenue over time using a cost-based input methodology in which significant judgment is required to estimate costs to complete
projects. These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue
to recognize.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Accordingly, the Company bases its revenue recognition
on ASC 606-10-25-27, where control of a good or service transfers over time if the entity&#x2019;s performance does not create an asset
with an alternative use to the entity and the entity has an enforceable right to payment for performance completed to date including a
profit margin or reasonable return on capital. Control is deemed to pass to the customer instantaneously as the goods are manufactured
and revenue is recognized accordingly.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In addition, the Company has adopted ASC 606-10-55-21
such that if the cost incurred is not proportionate to the progress in satisfying the performance obligation, we adjust the input method
to recognize revenue only to the extent of the cost incurred. Therefore, the Company will recognize revenue at an equal amount to the
cost of the goods to satisfy the performance obligation. To accurately reflect revenue recognition based on the input method, the Company
has adopted the implementation guidance as set out in ASC-606-10-55-187 through 192.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Under this method, contract revenues are recognized
over the performance period of the contract in direct proportion to the costs incurred. Costs include direct material, direct labor, subcontract
labor and other allocable indirect costs. All un-allocable indirect costs and corporate general and administrative costs are also charged
to the periods as incurred. Any recognized revenues that have not been billed to a customer are recorded as an asset in &#x201c;contract
assets&#x201d;. Any billings of customers more than recognized revenues are recorded as a liability in &#x201c;contract liabilities&#x201d;.
However, in the event a loss on a contract is foreseen, the Company will recognize the loss when such loss is determined to be both probable
and reasonably estimable.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;











&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;AI Technologies&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company has revenue from applications that incorporate
artificial intelligence (AI) in the form of predetermined algorithms which provide important operating information to the users of our
systems. The revenue generated from these applications of AI consists of a fixed fee related to the design, development, testing and incorporation
of new algorithms into the system, which is recognized as revenue at a point in time upon acceptance, as well as an annual application
maintenance fee, which is recognized as revenue ratably over the contracted maintenance term.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Technical Support&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Technical support services are provided on both an
as-needed and extended-term basis and may include providing both parts and labor. Maintenance and technical support provided outside of
a maintenance contract are on an &#x201c;as-requested&#x201d; basis, and revenue is recognized over time as the services are provided. Revenue
for maintenance and technical support provided on an extended-term basis is recognized over time ratably over the term of the contract.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Consulting Services &lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company&#x2019;s consulting services business generates
revenues under contracts with customers from four sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; (3) Customer service training and (4) Maintenance/support.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(1) Revenues for professional services, which are
of short-term duration, are recognized when services are completed;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(2) For all periods reflected in this report, software
license sales have been one-time sales of a perpetual license to use our software product and the customer also has the option to purchase
third-party manufactured handheld devices from us if they purchase our software license. Accordingly, the revenue is recognized upon delivery
of the software and delivery of the hardware, as applicable, to the customer;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(3) Training sales are one-time upfront short-term
training sessions and are recognized after the service has been performed; and&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(4) Maintenance/support is an optional product sold
to our software license customers under one-year contracts. Accordingly, maintenance payments received upfront are deferred and recognized
over the contract term.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_84B_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_z9Y0a47JG0He" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span id="xdx_86D_zlX9Ln8NiOk2"&gt;Multiple Performance Obligations and Allocation
of Transaction Price&lt;/span&gt; &lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Arrangements with customers may involve multiple performance
obligations including project revenue and maintenance services in our Technology Systems business. Maintenance will occur after the project
is completed and may be provided on an extended-term basis or on an as-needed basis. In our consulting services business, multiple performance
obligations may include any of the above four sources. Training and maintenance on software products may occur after the software product
sale while other services may occur before or after the software product sale and may not relate to the software product. Revenue recognition
for a multiple performance obligations arrangement is as follows:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Each performance obligation is accounted for separately
when each has value to the customer on a standalone basis and there is Company specific objective evidence of selling price of each deliverable.
For revenue arrangements with multiple deliverables, the Company allocates the total customer arrangement to the separate units of accounting
based on their relative selling prices as determined by the price of the items when sold separately. Once the selling price is allocated,
the revenue for each performance obligation is recognized using the applicable criteria under GAAP as discussed above for performance
obligations sold in single performance obligation arrangements. A delivered item or items that do not qualify as a separate unit of accounting
within the arrangement are combined with the other applicable undelivered items within the arrangement. The allocation of arrangement
consideration and the recognition of revenue is then determined for those combined deliverables as a single unit of accounting. The Company
sells its various services and software and hardware products at established prices on a standalone basis which provides Company specific
objective evidence of selling price for purposes of performance obligations relative selling price allocation. The Company only sells
maintenance services or spare parts based on its established rates after it has completed a system integration project for a customer.
The customer is not required to purchase maintenance services. All elements in multiple performance obligations arrangements with Company
customers qualify as separate units of account for revenue recognition purposes.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;









&lt;p id="xdx_842_eus-gaap--LesseeLeasesPolicyTextBlock_zh2OIJufYm6j" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_864_zDSXERBAzIr6"&gt;Leases&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company follows ASC 842 &#x201c;Leases&#x201d;.
This guidance requires lessees to recognize right-of-use (&#x201c;ROU&#x201d;) assets and lease liabilities for most operating leases. In
addition, this guidance requires that lessors separate lease and non-lease components in a contract in accordance with the revenue guidance
in ASC 606.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company made an accounting policy election to
not recognize short-term leases with terms of twelve months or less on the balance sheet and instead recognize the lease payments in expense
as incurred. The Company has also elected to account for real estate leases that contain both lease and non-lease components as a single
lease component.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At the inception of a contract the Company assesses
whether the contract is, or contains, a lease. The Company&#x2019;s assessment is based on: (1) whether the contract involves the use of
a distinct identified asset, (2) whether we obtain the right to substantially all the economic benefit from the use of the asset throughout
the period, and (3) whether we have the right to direct the use of the asset.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Operating ROU assets represent the right to use the
leased asset for the lease term and operating lease liabilities are recognized based on the present value of minimum lease payments over
the lease term at commencement date. As most leases do not provide an implicit rate, the Company uses an incremental borrowing rate based
on the information available at the lease commencement date to determine the present value of future payments. The lease term includes
all periods covered by renewal and termination options where the Company is reasonably certain to exercise the renewal options or not
to exercise the termination options. Operating lease expense is recognized on a straight-line basis over the lease term and is included
in general and administration expenses in the consolidated statements of operations.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_847_eus-gaap--EarningsPerSharePolicyTextBlock_zwYepSeqw5G" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_866_zZnwjXTQfpa4"&gt;Earnings (Loss) Per Share&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Basic earnings per share (EPS) are computed by
dividing the net loss applicable to common stock by the weighted average number of common shares outstanding. Diluted net loss per
common share is computed by dividing the net loss applicable to common stock by the weighted average number of common shares
outstanding for the period and, if dilutive, potential common shares outstanding during the period. Potential common shares consist
of the incremental common shares issuable upon the exercise or conversion of stock options, stock warrants, convertible debt
instruments, convertible preferred stock or other common stock equivalents. Potentially dilutive securities are excluded from the
computation if their effect is anti-dilutive. &#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2023, there were (i) an aggregate
of &lt;span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20230930_zW3i5jCZI0t2" title="Outstanding warrants"&gt;80,091&lt;/span&gt; outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of &lt;span id="xdx_900_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zX10fNvAI01" title="Number of incentive stock options"&gt;1,217,775&lt;/span&gt; shares
of common stock, (iii) &lt;span id="xdx_90A_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zsrlu3U7JRT5" title="Common shares issuable conversion"&gt;433,000&lt;/span&gt; common shares issuable upon conversion of Series D Convertible Preferred Stock, (iv) &lt;span id="xdx_90C_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zB21L6051O4j" title="Common shares issuable conversion"&gt;1,333,334&lt;/span&gt; common shares
issuable upon conversion of Series E Convertible Preferred Stock, and (v) &lt;span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zVACvRVoNTl6" title="Common shares issuable conversion"&gt;806,452&lt;/span&gt; common shares issuable upon conversion of Series F Convertible
Preferred Stock, all of which were excluded from the computation of diluted net earnings per share because their inclusion would have
been anti-dilutive.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2022, there were (i) an aggregate
of &lt;span id="xdx_905_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20220930_zpkmuG7bsnQh" title="Outstanding warrants"&gt;1,376,466&lt;/span&gt; outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of &lt;span id="xdx_903_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20220930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zyQcQqABDPSh" title="Number of incentive stock options"&gt;926,266&lt;/span&gt;
shares of common stock and (iii) &lt;span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20220101__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zLaBfWrW7aOh" title="Common shares issuable conversion"&gt;333,000&lt;/span&gt; common shares issuable upon conversion of Series D Convertible Preferred Stock, all of which
were excluded from the computation of diluted net earnings per share because their inclusion would have been anti-dilutive.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;









&lt;p id="xdx_84D_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zOKj6XnfpIVl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_863_z0KxIfHnPpWj"&gt;Recent Accounting Pronouncements&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;From time to time, the FASB or other standards setting
bodies will issue new accounting pronouncements. Updates to the FASB ASC are communicated through issuance of an Accounting Standards
Update (&#x201c;ASU&#x201d;).&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In August 2020, the FASB issued an accounting pronouncement
(ASU 2020-06) related to the measurement and disclosure requirements for convertible instruments and contracts in an entity's own equity.
The pronouncement simplifies and adds disclosure requirements for the accounting and measurement of convertible instruments and the settlement
assessment for contracts in an entity's own equity. This pronouncement is effective for fiscal years, and for interim periods within those
fiscal years, beginning after December 15, 2023. The Company early adopted this pronouncement for our fiscal year beginning January 1,
2022, and it did not have a material effect on our audited consolidated financial statements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In May 2021, the FASB issued an accounting pronouncement
(ASU 2021-04) related to modifications or exchanges of freestanding equity-classified written call options (such as warrants) that remain
equity classified after modification or exchange. The pronouncement states that an entity should treat the modification as an exchange
of the original instrument for a new instrument, and the effect of the modification should be calculated as the difference between the
fair value of the modified instrument and the fair value of that instrument immediately before modification. An entity should then recognize
the effect of the modification on the basis of the substance of the transaction, in the same manner as if cash had been paid as consideration.
This pronouncement is effective for fiscal years, and for interim periods within those fiscal years, beginning after December 15, 2021.
The pronouncement is applied prospectively to all modifications that occur after the initial date of adoption. We adopted this pronouncement
for our fiscal year beginning January 1, 2022, and it did not have a material effect on our audited consolidated financial statements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Management does not believe that any other recently
issued, but not yet effective accounting pronouncements, if adopted, would have a material effect on the accompanying financial statements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:OrganizationConsolidationBasisOfPresentationBusinessDescriptionAndAccountingPoliciesTextBlock>
    <duot:NatureOfOperationsPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_84E_ecustom--NatureOfOperationsPolicyTextBlock_z7gBgYnuiaK4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86D_zcAUect9zrHh"&gt;Nature of Operations&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Duos Technologies Group, Inc. (the &#x201c;Company&#x201d;),
through its operating subsidiaries, Duos Technologies, Inc. (&#x201c;Duos&#x201d;) and TrueVue360, Inc. (&#x201c;TrueVue360&#x201d;) (collectively
the &#x201c;Company&#x201d;), is a company that specializes in machine vision and artificial intelligence to analyze fast moving objects
such as trains, trucks, automobiles, and aircraft. This technology can help improve safety, maintenance, and operating metrics.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company is the inventor of the Railcar Inspection
Portal (RIP) and is currently the rail industry leader for machine vision/camera wayside detection systems that include the use of Artificial
Intelligence at speeds up to 125 mph. The RIP inspects a train at full speed from the top, sides, and bottom looking at FRA/AAR mandated
safety inspection points. The system also detects illegal riders that assists law enforcement agencies. Each rail car is scanned with
machine vision cameras and other sensors from the top, sides, and bottom and images are produced within seconds of passing that can be
used by the customer to help prevent derailments, improve maintenance operations, and assist with security. The Company self-performs
all aspects of hardware, software, IT, and Artificial Intelligence development and engineering and holds several patents and maintains
significant intellectual property. The Company also has a proprietary portfolio of over 40 Artificial Intelligence &#x201c;Use Cases&#x201d;
that automatically flag defects. The Company has deployed this system with several Class 1 and passenger customers and anticipates an
increased demand in the future from rail operators, car owners, shippers, and law enforcement agencies.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company has also developed the Automated Logistics
Information System (ALIS) which automates gatehouse operations where trucks enter and exit large logistics and intermodal facilities.
This solution also incorporates sensors and data points as necessary for each operation and directly interconnects with backend logistics
databases and processes to streamline operations and significantly improve operations and security and, importantly, dramatically improves
throughput on each lane on which the technology is deployed. The Company expects to deploy an upgraded Truck Inspection Portal (TIP) which
uses the same technology and lessons learned from the ALIS and RIP systems.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company&#x2019;s strategy is to expand our
existing customer base in the Class 1, short line, and passenger space in North America; expand our subscription offering to car
owners and shippers; and expand operations to meet the demand from international customers. The Company has prepared to respond and
scale if necessary to react to increased demand from potential regulations that may be imposed around wayside detection technology.
In the future the Company may put more emphasis on the trucking and intermodal sector with an updated Truck Inspection Portal
solution. The Company continues to focus on operational and technical excellence, customer satisfaction, and maintaining a highly
skilled and performance-based work force.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;















</duot:NatureOfOperationsPolicyTextBlock>
    <us-gaap:BasisOfAccountingPolicyPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_840_eus-gaap--BasisOfAccountingPolicyPolicyTextBlock_zn4d9h5SkxNe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_867_zmK5SR1efIGh"&gt;Basis of Presentation&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The accompanying unaudited consolidated financial
statements have been prepared in accordance with U.S. generally accepted accounting principles (&#x201c;GAAP&#x201d;) for interim financial
information and with the instructions to Form 10-Q and Article 8 of Regulation S-X. Accordingly, they do not include all of the information
and footnotes required by U.S. GAAP for complete financial statements. In the opinion of management, all adjustments (all of which are
of a normal recurring nature) considered necessary for a fair presentation have been included. Operating results for the nine months ended
September 30, 2023 are not necessarily indicative of the results that may be expected for the year ending December 31, 2023 or for any
other future period. These unaudited consolidated financial statements and the unaudited condensed notes thereto should be read in conjunction
with the audited consolidated financial statements and notes thereto included in the Company&#x2019;s Annual Report on Form 10-K for the
year ended December 31, 2022 filed with the Securities and Exchange Commission (the &#x201c;SEC&#x201d;) on March 31, 2023.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

</us-gaap:BasisOfAccountingPolicyPolicyTextBlock>
    <us-gaap:ConsolidationPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_841_eus-gaap--ConsolidationPolicyTextBlock_zKiCM4cJofQ4" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86A_zuJAIL8tJkt"&gt;Principles of Consolidation&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The unaudited consolidated financial statements include
Duos Technologies Group, Inc. and its wholly owned subsidiaries, Duos Technologies, Inc. and TrueVue360 Inc. All inter-company transactions
and balances are eliminated in consolidation.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

</us-gaap:ConsolidationPolicyTextBlock>
    <us-gaap:UseOfEstimates contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_840_eus-gaap--UseOfEstimates_zaJRRNWDKCH" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_865_ziOYgT7tSKcg"&gt;Use of Estimates&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The preparation of financial statements in conformity
with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that
affect the reported amounts of assets and liabilities and disclosures of contingent assets and liabilities at the date of the consolidated
financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results may differ from these
estimates. The most significant estimates in the accompanying unaudited consolidated financial statements include the allowance on accounts
receivable and notes receivable, valuation of common stock warrants received in exchange for an asset sale, valuation of deferred tax
assets, valuation of intangible and other long-lived assets, estimates of net contract revenues and the total estimated costs to determine
progress towards contract completion, valuation of inventory, estimates of the valuation of right of use assets and corresponding lease
liabilities, valuation of warrants issued with debt and valuation of stock-based awards. We base our estimates on historical experience
and on various other assumptions that we believe are reasonable under the circumstances, the results of which form the basis for making
judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ
from these estimates.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&#160;&lt;/b&gt;&lt;/p&gt;

</us-gaap:UseOfEstimates>
    <us-gaap:ConcentrationRiskCreditRisk contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_840_eus-gaap--ConcentrationRiskCreditRisk_zumW3aQsDLG1" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_862_zDfTjttCT3L6"&gt;Concentrations&lt;/span&gt; &lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;Cash Concentrations&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Cash is maintained at financial institutions and at
times, balances may exceed federally insured limits. We have not experienced any losses related to these balances. As of September 30,
2023, the balance in one financial institution exceeded federally insured limits by approximately $&lt;span id="xdx_901_eus-gaap--CashUninsuredAmount_iI_pp0p0_c20230930_zXQoJu97Lt4i" title="Federally insured limits"&gt;2,768,466&lt;/span&gt;. Any loss incurred or a lack
of access to such funds could have a significant adverse impact on the Company&#x2019;s consolidated financial condition, results of operation
and cash flows.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;Significant Customers and Concentration of Credit Risk&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; background-color: white"&gt;The Company had certain customers
whose revenue individually represented 10% or more of the Company&#x2019;s total revenue, or whose accounts receivable balances individually
represented 10% or more of the Company&#x2019;s total accounts receivable, as follows:&lt;/p&gt;

&lt;p style="font: 8pt Arial, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;For the nine months ended September 30, 2023, two
customers accounted for &lt;span id="xdx_908_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zoqWlS8KLYok" title="Concentration risk, percentage"&gt;55&lt;/span&gt;% and &lt;span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zJNXH1ObSvm1" title="Concentration risk, percentage"&gt;29&lt;/span&gt;% of revenues. For the nine months ended September 30, 2022, four customers accounted for &lt;span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zTeDlTN354b5" title="Concentration risk, percentage"&gt;25&lt;/span&gt;%, &lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zvXy3raVjGch" title="Concentration risk, percentage"&gt;21&lt;/span&gt;%,
&lt;span id="xdx_90E_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z9EmzvmERWa7" title="Concentration risk, percentage"&gt;19&lt;/span&gt;% and &lt;span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_ztGeizOOyFVf" title="Concentration risk, percentage"&gt;19&lt;/span&gt;% of revenues. In all cases, there are no minimum contract values stated. Each contract covers an agreement to deliver a Railcar
Inspection Portal which, once accepted, must be paid in full, with &lt;span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--CustomerMember__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zEjixALsQ903" title="Concentration risk, percentage"&gt;30&lt;/span&gt;% or more being due and payable prior to delivery. The balances of
the contracts are for service and maintenance which is paid annually in advance with revenues recorded ratably over the contract period.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;















&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2023, three customers accounted for
&lt;span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zXqENAxrsINj" title="Concentration risk, percentage"&gt;52&lt;/span&gt;%, &lt;span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_z8k5AiFL232d" title="Concentration risk, percentage"&gt;25&lt;/span&gt;%, and &lt;span id="xdx_905_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zKvgrhMiYckk" title="Concentration risk, percentage"&gt;14&lt;/span&gt;% of accounts receivable. At December 31, 2022, four customers accounted for &lt;span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zkAAyz9YYZNj" title="Concentration risk, percentage"&gt;34&lt;/span&gt;%, &lt;span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zfNMguW71ond" title="Concentration risk, percentage"&gt;31&lt;/span&gt;%, &lt;span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zuidqyx7tTJk" title="Concentration risk, percentage"&gt;19&lt;/span&gt;% and &lt;span id="xdx_907_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20221231__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zZPtv1QzwVgl" title="Concentration risk, percentage"&gt;10&lt;/span&gt;% of accounts receivable.
Much of the credit risk is mitigated since all the customers listed here are Class 1 railroads with a history of timely payments to us.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 4pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Geographic Concentration&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;For the nine months ended September 30, 2023,
approximately &lt;span id="xdx_90F_eus-gaap--ConcentrationRiskPercentage1_dp_c20230101__20230930__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember__srt--StatementGeographicalAxis__country--US_zsqak756hjDc" title="Concentration risk, percentage"&gt;37&lt;/span&gt;%
of revenue was generated from three customers outside of the United States. For the nine months ended September 30, 2022,
approximately &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220930__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember__us-gaap--ConcentrationRiskByTypeAxis__us-gaap--CustomerConcentrationRiskMember_zxRJuvEMiBwa" title="Concentration risk, percentage"&gt;54&lt;/span&gt;%
of revenue was generated from four customers outside of the United States. These customers are Canadian and Mexican, and, for the
nine months ended September 30, 2023, two of the three are Class 1 railroads operating in the United States. &lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Significant Vendors and Concentration of Credit
Risk&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In some instances, the Company relies on a limited
pool of vendors for key components related to the manufacturing of its subsystems. These vendors are primarily focused on camera, server
and lighting technologies integral to the Company&#x2019;s solution. Where possible, the Company seeks multiple vendors for key components
to mitigate vendor concentration risk.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:ConcentrationRiskCreditRisk>
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      contextRef="From2023-01-012023-09-30_custom_Customer1Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember"
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    <us-gaap:ConcentrationRiskPercentage1
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      unitRef="Pure">0.29</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-09-30_custom_Customer1Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember"
      decimals="INF"
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      unitRef="Pure">0.25</us-gaap:ConcentrationRiskPercentage1>
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      unitRef="Pure">0.14</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
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      decimals="INF"
      unitRef="Pure">0.31</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-12-31_custom_Customer3Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember"
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      unitRef="Pure">0.19</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-12-31_custom_Customer4Member_us-gaap_AccountsReceivableMember_us-gaap_CustomerConcentrationRiskMember"
      decimals="INF"
      unitRef="Pure">0.10</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2023-01-012023-09-30_custom_Customer3Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember_country_US"
      decimals="INF"
      unitRef="Pure">0.37</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-09-30_country_US_custom_Customer4Member_us-gaap_SalesRevenueNetMember_us-gaap_CustomerConcentrationRiskMember"
      decimals="INF"
      unitRef="Pure">0.54</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:FairValueMeasurementPolicyPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_841_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zFj6oQwzREja" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_865_z7QQmKT39Jrh"&gt;Fair Value of Financial Instruments and Fair Value Measurements&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company follows Accounting Standards Codification
(&#x201c;ASC&#x201d;) 820, &#x201c;Fair Value Measurements and Disclosures&#x201d; (&#x201c;ASC 820&#x201d;), for assets and liabilities measured
at fair value on a recurring basis. ASC 820 establishes a common definition for fair value to be applied to existing generally accepted
accounting principles that requires the use of fair value measurements, establishes a framework for measuring fair value and expands disclosure
about such fair value measurements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;ASC&#160;820 defines fair value as the price that
would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement
date. Additionally, ASC&#160;820 requires the use of valuation techniques that maximize the use of observable inputs and minimize the
use of unobservable inputs.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;These inputs are prioritized below:&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 10%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Level 1:&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 90%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Level 2:&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Level 3:&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Unobservable inputs for which there is little or no market data, which require the use of the reporting entity&#x2019;s own assumptions that the market participants would use in the valuation of the asset or liability based on the best available information.&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company analyzes all financial instruments with
features of both liabilities and equity under the Financial Accounting Standard Board&#x2019;s (&#x201c;FASB&#x201d;) accounting standard
for such instruments. Under this standard, financial assets and liabilities are classified in their entirety based on the lowest level
of input that is significant to the fair value measurement.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The estimated fair value of certain financial instruments,
including accounts receivable, prepaid expenses, accounts payable, accrued expenses and notes payable are carried at historical cost basis,
which approximates their fair values because of the short-term nature of these instruments.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:FairValueMeasurementPolicyPolicyTextBlock>
    <us-gaap:TradeAndOtherAccountsReceivablePolicy contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_84B_eus-gaap--TradeAndOtherAccountsReceivablePolicy_zTjuH6WPrKih" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86F_zGQEPjALRj4j"&gt;Accounts Receivable&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On January 1, 2023, the Company adopted ASC 326, &#x201c;Financial
Instruments - Credit Losses&#x201d;. In accordance with ASC 326, an allowance is maintained for estimated forward-looking losses resulting
from the possible inability of customers to make required payments (current expected losses). The amount of the allowance is determined
principally on the basis of past collection experience and known financial factors regarding specific customers.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;










&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Accounts receivable are stated at estimated net
realizable value. Accounts receivable are comprised of balances due from customers net of estimated allowances for uncollectible
accounts. In determining the collections on the account, historical trends are evaluated, and specific customer issues are reviewed
to arrive at appropriate allowances. The Company reviews its accounts to estimate losses resulting from the inability of its
customers to make required payments. Any required allowance is based on specific analysis of past due accounts and also considers
historical trends of write-offs. Past due status is based on how recently payments have been received from customers.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:TradeAndOtherAccountsReceivablePolicy>
    <us-gaap:InventoryPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_845_eus-gaap--InventoryPolicyTextBlock_zH6to8RiPrB1" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86A_zJSMHWxPkCUc"&gt;Inventory&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Inventory consists primarily of spare parts and consumables
and long lead time components to be used in the production of our technology systems or in connection with maintenance agreements with
customers. Any inventory deemed to be obsolete is written off. Inventory is stated at the lower of cost or net realizable value. Inventory
cost is primarily determined using the weighted average cost method.&lt;/p&gt;

&lt;p style="font: 4pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 4pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

</us-gaap:InventoryPolicyTextBlock>
    <us-gaap:ResearchDevelopmentAndComputerSoftwarePolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbFAmpDBEqL7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_868_zfqsSEj0gbbh"&gt;Software Development Costs&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Software development costs incurred prior to establishing
technological feasibility are charged to operations and included in research and development costs. The technological feasibility of a
software product is established when the Company has completed all planning, designing, coding, and testing activities that are necessary
to establish that the product meets its design specifications, including functionality, features, and technical performance requirements.
Software development costs incurred after establishing technological&#160;feasibility for software sold as a perpetual license, as defined
within ASC 985-20 (Software &#x2013; Costs of Software to be Sold, Leased, or Marketed), are capitalized and amortized on a product-by-product
basis when the product is available for general release to customers.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:ResearchDevelopmentAndComputerSoftwarePolicyTextBlock>
    <us-gaap:CompensationRelatedCostsPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_846_eus-gaap--CompensationRelatedCostsPolicyTextBlock_zxwzcc5wwVrk" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_86F_z1lk737CKU65"&gt;Stock-Based Compensation&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company accounts for employee stock-based compensation
in accordance with ASC 718-10, &#x201c;&lt;i&gt;Share-Based Payment&lt;/i&gt;,&#x201d; which requires the measurement and recognition of compensation
expense for all share-based payment awards made to employees and directors including employee stock options, restricted stock units, and
employee stock purchases based on estimated fair values.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company estimates the fair value of stock options
granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis over the requisite
service periods of the awards, which is generally the vesting period. The Company&#x2019;s determination of fair value using an option-pricing
model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company estimates volatility based upon the historical
stock price of the Company and estimates the expected term for stock options using the simplified method for employees and directors and
the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities
with similar maturities.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:CompensationRelatedCostsPolicyTextBlock>
    <us-gaap:RevenueFromContractWithCustomerPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_84F_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zmgc0g9QcTP9" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_868_zl3K7SitN3"&gt;Revenue Recognition&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company follows Accounting Standards Codification
606, Revenue from Contracts with Customers (&#x201c;ASC 606&#x201d;), that affects the timing of when certain types of revenues will be
recognized. The basic principles in ASC 606 include the following: a contract with a customer creates distinct contract assets and performance
obligations, satisfaction of a performance obligation creates revenue, and a performance obligation is satisfied upon transfer of control
to a good or service to a customer.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Revenue is recognized by evaluating our revenue contracts
with customers based on the five-step model under ASC 606:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;1.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Identify the contract with the customer;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Identify the performance obligations in the contract;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;3.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Determine the transaction price;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;








&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;4.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Allocate the transaction price to separate performance obligations; and&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;5.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Recognize revenue when (or as) each performance obligation is satisfied.&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company generates revenue from four sources:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(1) Technology Systems&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(2) AI Technologies&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(3) Technical Support&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(4) Consulting Services&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Technology Systems&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;For revenues related to technology systems, the Company
recognizes revenue over time using a cost-based input methodology in which significant judgment is required to estimate costs to complete
projects. These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue
to recognize.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Accordingly, the Company bases its revenue recognition
on ASC 606-10-25-27, where control of a good or service transfers over time if the entity&#x2019;s performance does not create an asset
with an alternative use to the entity and the entity has an enforceable right to payment for performance completed to date including a
profit margin or reasonable return on capital. Control is deemed to pass to the customer instantaneously as the goods are manufactured
and revenue is recognized accordingly.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In addition, the Company has adopted ASC 606-10-55-21
such that if the cost incurred is not proportionate to the progress in satisfying the performance obligation, we adjust the input method
to recognize revenue only to the extent of the cost incurred. Therefore, the Company will recognize revenue at an equal amount to the
cost of the goods to satisfy the performance obligation. To accurately reflect revenue recognition based on the input method, the Company
has adopted the implementation guidance as set out in ASC-606-10-55-187 through 192.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Under this method, contract revenues are recognized
over the performance period of the contract in direct proportion to the costs incurred. Costs include direct material, direct labor, subcontract
labor and other allocable indirect costs. All un-allocable indirect costs and corporate general and administrative costs are also charged
to the periods as incurred. Any recognized revenues that have not been billed to a customer are recorded as an asset in &#x201c;contract
assets&#x201d;. Any billings of customers more than recognized revenues are recorded as a liability in &#x201c;contract liabilities&#x201d;.
However, in the event a loss on a contract is foreseen, the Company will recognize the loss when such loss is determined to be both probable
and reasonably estimable.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;











&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;AI Technologies&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company has revenue from applications that incorporate
artificial intelligence (AI) in the form of predetermined algorithms which provide important operating information to the users of our
systems. The revenue generated from these applications of AI consists of a fixed fee related to the design, development, testing and incorporation
of new algorithms into the system, which is recognized as revenue at a point in time upon acceptance, as well as an annual application
maintenance fee, which is recognized as revenue ratably over the contracted maintenance term.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Technical Support&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Technical support services are provided on both an
as-needed and extended-term basis and may include providing both parts and labor. Maintenance and technical support provided outside of
a maintenance contract are on an &#x201c;as-requested&#x201d; basis, and revenue is recognized over time as the services are provided. Revenue
for maintenance and technical support provided on an extended-term basis is recognized over time ratably over the term of the contract.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Consulting Services &lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company&#x2019;s consulting services business generates
revenues under contracts with customers from four sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; (3) Customer service training and (4) Maintenance/support.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(1) Revenues for professional services, which are
of short-term duration, are recognized when services are completed;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(2) For all periods reflected in this report, software
license sales have been one-time sales of a perpetual license to use our software product and the customer also has the option to purchase
third-party manufactured handheld devices from us if they purchase our software license. Accordingly, the revenue is recognized upon delivery
of the software and delivery of the hardware, as applicable, to the customer;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(3) Training sales are one-time upfront short-term
training sessions and are recognized after the service has been performed; and&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;(4) Maintenance/support is an optional product sold
to our software license customers under one-year contracts. Accordingly, maintenance payments received upfront are deferred and recognized
over the contract term.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:RevenueFromContractWithCustomerPolicyTextBlock>
    <duot:MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_84B_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_z9Y0a47JG0He" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span id="xdx_86D_zlX9Ln8NiOk2"&gt;Multiple Performance Obligations and Allocation
of Transaction Price&lt;/span&gt; &lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Arrangements with customers may involve multiple performance
obligations including project revenue and maintenance services in our Technology Systems business. Maintenance will occur after the project
is completed and may be provided on an extended-term basis or on an as-needed basis. In our consulting services business, multiple performance
obligations may include any of the above four sources. Training and maintenance on software products may occur after the software product
sale while other services may occur before or after the software product sale and may not relate to the software product. Revenue recognition
for a multiple performance obligations arrangement is as follows:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Each performance obligation is accounted for separately
when each has value to the customer on a standalone basis and there is Company specific objective evidence of selling price of each deliverable.
For revenue arrangements with multiple deliverables, the Company allocates the total customer arrangement to the separate units of accounting
based on their relative selling prices as determined by the price of the items when sold separately. Once the selling price is allocated,
the revenue for each performance obligation is recognized using the applicable criteria under GAAP as discussed above for performance
obligations sold in single performance obligation arrangements. A delivered item or items that do not qualify as a separate unit of accounting
within the arrangement are combined with the other applicable undelivered items within the arrangement. The allocation of arrangement
consideration and the recognition of revenue is then determined for those combined deliverables as a single unit of accounting. The Company
sells its various services and software and hardware products at established prices on a standalone basis which provides Company specific
objective evidence of selling price for purposes of performance obligations relative selling price allocation. The Company only sells
maintenance services or spare parts based on its established rates after it has completed a system integration project for a customer.
The customer is not required to purchase maintenance services. All elements in multiple performance obligations arrangements with Company
customers qualify as separate units of account for revenue recognition purposes.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;









</duot:MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock>
    <us-gaap:LesseeLeasesPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_842_eus-gaap--LesseeLeasesPolicyTextBlock_zh2OIJufYm6j" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_864_zDSXERBAzIr6"&gt;Leases&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company follows ASC 842 &#x201c;Leases&#x201d;.
This guidance requires lessees to recognize right-of-use (&#x201c;ROU&#x201d;) assets and lease liabilities for most operating leases. In
addition, this guidance requires that lessors separate lease and non-lease components in a contract in accordance with the revenue guidance
in ASC 606.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company made an accounting policy election to
not recognize short-term leases with terms of twelve months or less on the balance sheet and instead recognize the lease payments in expense
as incurred. The Company has also elected to account for real estate leases that contain both lease and non-lease components as a single
lease component.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At the inception of a contract the Company assesses
whether the contract is, or contains, a lease. The Company&#x2019;s assessment is based on: (1) whether the contract involves the use of
a distinct identified asset, (2) whether we obtain the right to substantially all the economic benefit from the use of the asset throughout
the period, and (3) whether we have the right to direct the use of the asset.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Operating ROU assets represent the right to use the
leased asset for the lease term and operating lease liabilities are recognized based on the present value of minimum lease payments over
the lease term at commencement date. As most leases do not provide an implicit rate, the Company uses an incremental borrowing rate based
on the information available at the lease commencement date to determine the present value of future payments. The lease term includes
all periods covered by renewal and termination options where the Company is reasonably certain to exercise the renewal options or not
to exercise the termination options. Operating lease expense is recognized on a straight-line basis over the lease term and is included
in general and administration expenses in the consolidated statements of operations.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:LesseeLeasesPolicyTextBlock>
    <us-gaap:EarningsPerSharePolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_847_eus-gaap--EarningsPerSharePolicyTextBlock_zwYepSeqw5G" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_866_zZnwjXTQfpa4"&gt;Earnings (Loss) Per Share&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Basic earnings per share (EPS) are computed by
dividing the net loss applicable to common stock by the weighted average number of common shares outstanding. Diluted net loss per
common share is computed by dividing the net loss applicable to common stock by the weighted average number of common shares
outstanding for the period and, if dilutive, potential common shares outstanding during the period. Potential common shares consist
of the incremental common shares issuable upon the exercise or conversion of stock options, stock warrants, convertible debt
instruments, convertible preferred stock or other common stock equivalents. Potentially dilutive securities are excluded from the
computation if their effect is anti-dilutive. &#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2023, there were (i) an aggregate
of &lt;span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20230930_zW3i5jCZI0t2" title="Outstanding warrants"&gt;80,091&lt;/span&gt; outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of &lt;span id="xdx_900_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zX10fNvAI01" title="Number of incentive stock options"&gt;1,217,775&lt;/span&gt; shares
of common stock, (iii) &lt;span id="xdx_90A_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zsrlu3U7JRT5" title="Common shares issuable conversion"&gt;433,000&lt;/span&gt; common shares issuable upon conversion of Series D Convertible Preferred Stock, (iv) &lt;span id="xdx_90C_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zB21L6051O4j" title="Common shares issuable conversion"&gt;1,333,334&lt;/span&gt; common shares
issuable upon conversion of Series E Convertible Preferred Stock, and (v) &lt;span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zVACvRVoNTl6" title="Common shares issuable conversion"&gt;806,452&lt;/span&gt; common shares issuable upon conversion of Series F Convertible
Preferred Stock, all of which were excluded from the computation of diluted net earnings per share because their inclusion would have
been anti-dilutive.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2022, there were (i) an aggregate
of &lt;span id="xdx_905_eus-gaap--ClassOfWarrantOrRightOutstanding_iI_c20220930_zpkmuG7bsnQh" title="Outstanding warrants"&gt;1,376,466&lt;/span&gt; outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of &lt;span id="xdx_903_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers_iI_c20220930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zyQcQqABDPSh" title="Number of incentive stock options"&gt;926,266&lt;/span&gt;
shares of common stock and (iii) &lt;span id="xdx_90D_ecustom--ConversionOfStockSharesConverted_c20220101__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember_zLaBfWrW7aOh" title="Common shares issuable conversion"&gt;333,000&lt;/span&gt; common shares issuable upon conversion of Series D Convertible Preferred Stock, all of which
were excluded from the computation of diluted net earnings per share because their inclusion would have been anti-dilutive.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;









</us-gaap:EarningsPerSharePolicyTextBlock>
    <us-gaap:ClassOfWarrantOrRightOutstanding contextRef="AsOf2023-09-30" decimals="INF" unitRef="Shares">80091</us-gaap:ClassOfWarrantOrRightOutstanding>
    <duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers
      contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember"
      decimals="INF"
      unitRef="Shares">1217775</duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers>
    <duot:ConversionOfStockSharesConverted
      contextRef="From2023-01-012023-09-30_custom_SeriesDConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">433000</duot:ConversionOfStockSharesConverted>
    <duot:ConversionOfStockSharesConverted
      contextRef="From2023-01-012023-09-30_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">1333334</duot:ConversionOfStockSharesConverted>
    <duot:ConversionOfStockSharesConverted
      contextRef="From2023-01-012023-09-30_custom_SeriesFConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">806452</duot:ConversionOfStockSharesConverted>
    <us-gaap:ClassOfWarrantOrRightOutstanding contextRef="AsOf2022-09-30" decimals="INF" unitRef="Shares">1376466</us-gaap:ClassOfWarrantOrRightOutstanding>
    <duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers
      contextRef="AsOf2022-09-30_us-gaap_EmployeeStockOptionMember"
      decimals="INF"
      unitRef="Shares">926266</duot:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumbers>
    <duot:ConversionOfStockSharesConverted
      contextRef="From2022-01-012022-09-30_custom_SeriesDConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">333000</duot:ConversionOfStockSharesConverted>
    <us-gaap:NewAccountingPronouncementsPolicyPolicyTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_84D_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zOKj6XnfpIVl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;&lt;span id="xdx_863_z0KxIfHnPpWj"&gt;Recent Accounting Pronouncements&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;From time to time, the FASB or other standards setting
bodies will issue new accounting pronouncements. Updates to the FASB ASC are communicated through issuance of an Accounting Standards
Update (&#x201c;ASU&#x201d;).&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In August 2020, the FASB issued an accounting pronouncement
(ASU 2020-06) related to the measurement and disclosure requirements for convertible instruments and contracts in an entity's own equity.
The pronouncement simplifies and adds disclosure requirements for the accounting and measurement of convertible instruments and the settlement
assessment for contracts in an entity's own equity. This pronouncement is effective for fiscal years, and for interim periods within those
fiscal years, beginning after December 15, 2023. The Company early adopted this pronouncement for our fiscal year beginning January 1,
2022, and it did not have a material effect on our audited consolidated financial statements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In May 2021, the FASB issued an accounting pronouncement
(ASU 2021-04) related to modifications or exchanges of freestanding equity-classified written call options (such as warrants) that remain
equity classified after modification or exchange. The pronouncement states that an entity should treat the modification as an exchange
of the original instrument for a new instrument, and the effect of the modification should be calculated as the difference between the
fair value of the modified instrument and the fair value of that instrument immediately before modification. An entity should then recognize
the effect of the modification on the basis of the substance of the transaction, in the same manner as if cash had been paid as consideration.
This pronouncement is effective for fiscal years, and for interim periods within those fiscal years, beginning after December 15, 2021.
The pronouncement is applied prospectively to all modifications that occur after the initial date of adoption. We adopted this pronouncement
for our fiscal year beginning January 1, 2022, and it did not have a material effect on our audited consolidated financial statements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Management does not believe that any other recently
issued, but not yet effective accounting pronouncements, if adopted, would have a material effect on the accompanying financial statements.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:NewAccountingPronouncementsPolicyPolicyTextBlock>
    <us-gaap:SubstantialDoubtAboutGoingConcernTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_809_eus-gaap--SubstantialDoubtAboutGoingConcernTextBlock_zeQV98H6owB5" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 2 &#x2013; &lt;span&gt;&lt;span id="xdx_825_zeAjUjZO61Fc"&gt;LIQUIDITY&lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As reflected in the accompanying consolidated financial
statements, the Company had a net loss of $&lt;span id="xdx_905_eus-gaap--ProfitLoss_c20230101__20230930_zyQMvaBGS6ze" title="Net loss"&gt;8,080,819&lt;/span&gt; for the nine months ended September 30, 2023. During the same period, cash used in
operating activities was $&lt;span id="xdx_909_eus-gaap--NetCashProvidedByUsedInOperatingActivities_iN_di_c20230101__20230930_zpJ1rn0fTby" title="Cash used in operating activities"&gt;5,637,072&lt;/span&gt;. The working capital surplus and accumulated deficit as of September 30, 2023, were $&lt;span id="xdx_907_ecustom--WorkingCapitalSurplus_iI_pp0p0_c20230930_zaruYNUdBR3b" title="Working capital surplus"&gt;3,358,320&lt;/span&gt; and
$&lt;span id="xdx_908_eus-gaap--RetainedEarningsAccumulatedDeficit_iNI_di_c20230930_zLVDHHS5K844" title="Accumulated deficit"&gt;60,442,653&lt;/span&gt;, respectively. In previous financial reports, the Company had raised substantial doubt about continuing as a going concern.
This was principally due to a lack of working capital prior to underwritten offerings and private placements which were completed during
the second, third and fourth quarters of 2022 as well as the first and third quarters of 2023.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company was successful during 2022 in raising
gross proceeds of over $10,100,000 from the sale of both common shares and Series D Preferred Stock. Additionally, late in the first quarter
of 2023, the Company raised gross proceeds of $4,000,000 from the issuance of Series E Preferred Stock. In August 2023, the Company was
successful in raising gross proceeds of $5,000,000 from the sale of Series F Convertible Preferred Stock. The Company was also successful
in raising a further $2,500,000 from the sale of additional Series E Convertible Preferred Stock during November 2023. During the second
quarter of 2023, the Company renewed its S-3 &#x201c;shelf registration&#x201d; statement allowing the Company to sell multiple forms of
securities in addition to common shares. At the time of this filing, the Company estimates that it has available capacity on its shelf
registration which it can utilize to bolster working capital and growth of the business. Additionally, the Company has capacity on Series
D and Series E to bolster liquidity, if needed, via private placements. Although additional investment is not assured, the Company is
comfortable that it would be able to raise sufficient capital to support expanded operations based on an anticipated increase in business
activity. In the long run, the continuation of the Company as a going concern is dependent upon the ability of the Company to continue
executing its business plan, generate enough revenue, and attain consistently profitable operations. Although the lingering effects of
the global pandemic related to the coronavirus (Covid-19) continue to affect our operations, particularly in our supply chain, we now
believe that this is expected to be an ongoing issue and our working capital assumptions reflect this new reality. The Company cannot
currently quantify the uncertainty related to the ongoing supply chain delays or inflationary increases and their effects on our customers
in the coming quarters. We have analyzed our cash flow under &#x201c;stress test&#x201d; conditions and have determined that we have sufficient
liquid assets on hand, forthcoming with ongoing business or available via the capital markets to maintain operations for at least twelve
months from the date of this report.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;














&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In addition, management has been taking and continues
to take actions including, but not limited to, elimination of certain costs that do not contribute to short term revenue, and re-aligning
both management and staffing with a focus on improving certain skill sets necessary to build growth and profitability and focusing product
strategy on opportunities that are likely to bear results in the relatively short term. The Company believes that, as described above,
it will have sufficient sources of working capital to meet its obligations over the following twelve months. In the last twelve months
the Company has seen growth in its contracted backlog as well as positive signs from new commercial engagements that indicate improvements
in future commercial opportunities for both one-time capital and recurring services revenues.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Management believes that, at this time, the
conditions in our market space with ongoing contract delays, the consequent need to procure certain materials in advance of a
binding contract and the additional time needed to execute on new contracts previously reported have put a strain on our cash
reserves. However, proactive management of our existing contracts, recent stock offerings and private placements as well as the
availability to raise capital via our shelf registration indicate there is no substantial doubt for the Company to continue as a
going concern for a period of twelve months from the issuance date of this report. We continue executing the plan to grow our
business and achieve profitability. The Company may selectively look at opportunities for fund raising in the future. Management has
extensively evaluated our requirements for the next twelve months and has determined that the Company currently has sufficient cash
and access to capital to operate for at least that period.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;While no assurance can be provided, management believes
that these actions provide the opportunity for the Company to continue as a going concern and to grow its business and achieve profitability
with access to additional capital funding. Ultimately the continuation of the Company as a going concern is dependent upon the ability
of the Company to continue executing the plan described above which was put in place in late 2022 and will continue in 2023 and beyond.
As a result, we expect to generate sufficient revenue and to attain profitable operations with less net cash used in operating activities
in approximately the next twelve months. These consolidated financial statements do not include any adjustments related to the recoverability
and classification of recorded asset amounts and classification of liabilities that might be necessary should the Company be unable to
continue as a going concern.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;











</us-gaap:SubstantialDoubtAboutGoingConcernTextBlock>
    <us-gaap:ProfitLoss
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">8080819</us-gaap:ProfitLoss>
    <us-gaap:NetCashProvidedByUsedInOperatingActivities
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">-5637072</us-gaap:NetCashProvidedByUsedInOperatingActivities>
    <duot:WorkingCapitalSurplus contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">3358320</duot:WorkingCapitalSurplus>
    <us-gaap:RetainedEarningsAccumulatedDeficit contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">-60442653</us-gaap:RetainedEarningsAccumulatedDeficit>
    <us-gaap:DebtDisclosureTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_805_eus-gaap--DebtDisclosureTextBlock_zC7GtqteI22b" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 3 &#x2013; &lt;span id="xdx_82C_zEV4Cl9SX3yb"&gt;DEBT&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Notes Payable - Financing Agreements&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company&#x2019;s notes payable relating to financing
agreements classified as current liabilities consist of the following as of September 30, 2023 and December 31, 2022:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_88D_eus-gaap--ScheduleOfDebtTableTextBlock_zZ9q9Sd5CsZ8" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%; margin-right: auto; margin-left: auto" summary="xdx: Disclosure - DEBT (Details - Schedule of notes payable - financing agreements)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B4_zUUd5UurhC1h" style="display: none"&gt;Schedule of notes payable&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;September 30, 2023&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;December 31, 2022&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif"&gt;Notes Payable&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Principal&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Interest&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Principal&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Interest&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 48%; text-align: left"&gt;Third Party - Insurance Note 1&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--OtherNotesPayableCurrent_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_z1ya5b3NGTa6" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Notes Payable, Principal"&gt;2,736&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zsNvdt2v6yI6" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Notes Payable, Interest"&gt;8.73&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;%&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pdp0" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Notes Payable, Principal"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1264"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Third Party - Insurance Note 2&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;79,146&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zMuHrWipUDwi" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Interest"&gt;8.00&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;17,753&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zT0Mj53KBNa6" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Interest"&gt;6.24&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Third Party - Insurance Note 3&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;8,045&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;16,094&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Third Party - Insurance Note 4&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;47,889&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;40,728&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Total&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20230930_pp0p0" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;137,816&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231_pp0p0" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;74,575&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company entered into an agreement on
December 23, 2022 with its insurance provider by issuing a $&lt;span id="xdx_90A_eus-gaap--NotesPayable_iI_pp0p0_c20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zdlFYF5aa2P7" title="Notes payable outstanding balance"&gt;26,484&lt;/span&gt;
note payable (Insurance Note 1) for the purchase of an insurance policy, secured by that policy with an annual interest rate of &lt;span id="xdx_90B_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zeDEMT1tKRA4" title="Interest rate"&gt;8.73&lt;/span&gt;%
payable in monthly installments of principal and interest totaling $&lt;span id="xdx_903_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20221222__20221223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zofVKMpgrLh6" title="Monthly installments of principal and interest"&gt;2,755&lt;/span&gt;
through October 23, 2023. The balance of Insurance Note 1 as of September 30, 2023 and December 31, 2022 was $&lt;span id="xdx_900_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_ztzDsktHNvja" title="Notes payable outstanding balance"&gt;2,736&lt;/span&gt;
and &lt;span id="xdx_90B_eus-gaap--NotesPayable_iI_pp0p0_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zIokCg9XwVrb" style="display: none" title="Notes payable outstanding balance"&gt;0&lt;/span&gt; zero, respectively.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company entered into an agreement on April 15,
2022 with its insurance provider by issuing a note payable (Insurance Note 2) for the purchase of an insurance policy in the amount of
$&lt;span id="xdx_90D_eus-gaap--NotesPayable_iI_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zWDjFClHBh82" title="Notes payable outstanding balance"&gt;63,766&lt;/span&gt;, secured by that policy with an annual interest rate of &lt;span id="xdx_905_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_z5TcZXCf44C7" title="Interest rate"&gt;6.24&lt;/span&gt;% and payable in 11 monthly installments of principal and interest
totaling $&lt;span id="xdx_903_eus-gaap--DebtInstrumentPeriodicPayment_c20220414__20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zBvobXkpnJba" title="Monthly installments of principal and interest"&gt;5,979&lt;/span&gt;. The Company entered into an agreement on April 15, 2023 with its insurance provider by issuing a note payable (Insurance
Note 2) for the purchase of an insurance policy in the amount of $&lt;span id="xdx_90B_eus-gaap--NotesPayable_iI_pp0p0_c20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zXoZvYVk9JKh" title="Notes payable outstanding balance"&gt;142,734&lt;/span&gt;, secured by that policy with an annual interest rate of &lt;span id="xdx_907_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_ze9z7YkI3TU7" title="Interest rate"&gt;8.00&lt;/span&gt;%
and payable in 11 monthly installments of principal and interest totaling $&lt;span id="xdx_906_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20230414__20230415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zYpW0EQpGfR8" title="Monthly installments of principal and interest"&gt;13,501&lt;/span&gt;. At September 30, 2023 and December 31, 2022, the balance
of Insurance Note 2 was $&lt;span id="xdx_905_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zulX3Mjtga73" title="Notes payable outstanding balance"&gt;79,146&lt;/span&gt; and $&lt;span id="xdx_900_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance"&gt;17,753&lt;/span&gt;, respectively.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company entered into an agreement on
September 15, 2022 with its insurance provider by issuing a note payable (Insurance Note 3) for the purchase of an insurance policy
in the amount of $&lt;span id="xdx_90C_eus-gaap--NotesPayable_c20220915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"&gt;24,140&lt;/span&gt;.
The policy was renewed on February 3, 2023 and is payable in 12 monthly installments of $&lt;span id="xdx_904_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20220914__20220915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_zRwp6414LoC7" title="Monthly installments of principal and interest"&gt;2,012&lt;/span&gt;.
At September 30, 2023 and December 31, 2022, the balance of Insurance Note 3 was $&lt;span id="xdx_902_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_zbMxC5y2xKI3" title="Notes payable outstanding balance"&gt;8,045&lt;/span&gt;
and $&lt;span id="xdx_90A_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"&gt;16,094&lt;/span&gt;,
respectively.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company entered into an agreement on
February 3, 2022 with its insurance provider by issuing a note payable for the purchase of an insurance policy in the amount of
$&lt;span id="xdx_90C_ecustom--PurchaseOfInsurancePolicy_c20220201__20220203_zAyQF6W0DlNc" title="Purchase of an insurance policy"&gt;242,591&lt;/span&gt;
with a down payment paid in the amount of $&lt;span id="xdx_908_ecustom--DownPaymentPaid_c20220101__20220331_zKLbNSWRdhel" title="Down payment paid"&gt;102,075&lt;/span&gt;
in the first quarter of 2022 and ten monthly installments of $&lt;span id="xdx_90E_ecustom--InsuranceMonthlyInstallments_c20220201__20220203_z17C36LWZaj6" title="Insurance monthly installments"&gt;20,073&lt;/span&gt;.
The Company received a refund on September 30, 2022 as a result of the annual audit of the policy resulting in the refund being
applied to the outstanding amount of $&lt;span id="xdx_908_eus-gaap--ProceedsFromDepositsWithOtherInstitutions_c20220101__20220930_zDI0GNXCUmR2" title="Received refund"&gt;53,175&lt;/span&gt;.
The policy renewed on February 3, 2023 and, in connection therewith, the Company issued a new note payable (Insurance Note 4) to the
insurer in the amount of $&lt;span id="xdx_90A_eus-gaap--NotesPayable_iI_pp0p0_c20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zAnDOHNyy0jc" title="Notes payable outstanding balance"&gt;293,520&lt;/span&gt;;
with a down payment paid in the amount of $&lt;span id="xdx_905_ecustom--DownPaymentPaid_c20230202__20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zTbeR4rjzeQ6" title="Down payment paid"&gt;125,690&lt;/span&gt;
and payable in ten monthly installments of $&lt;span id="xdx_905_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20230202__20230203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zqKcFXNEHrSi" title="Monthly installments of principal and interest"&gt;23,976&lt;/span&gt;.
At September 30, 2023 and December 31, 2022, the balance of Insurance Note 4 was $&lt;span id="xdx_907_eus-gaap--NotesPayable_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zaFptsaBQduc" title="Notes payable outstanding balance"&gt;47,889&lt;/span&gt;
and $&lt;span id="xdx_90F_eus-gaap--NotesPayable_iI_pp0p0_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_zjUUet4aQld" title="Notes payable outstanding balance"&gt;40,728&lt;/span&gt;,
respectively.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Equipment Financing&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company entered into an agreement on May 22,
2020 with an equipment financing company by issuing a $&lt;span id="xdx_90A_eus-gaap--NotesPayable_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"&gt;121,637&lt;/span&gt;
secured note, with an annual interest rate of &lt;span id="xdx_905_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_z14zIADD8jvj" title="Interest rate"&gt;9.90&lt;/span&gt;%
and payable in monthly installments of principal and interest totaling $&lt;span id="xdx_905_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20200521__20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_z8wCOjZaP18h" title="Monthly installments of principal and interest"&gt;3,919&lt;/span&gt;
through June 1, 2023. At September 30, 2023 and December 31, 2022, the aggregate balance of this note was &lt;span id="xdx_900_eus-gaap--NotesPayable_iI_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zWFUiwu0Z2Qc" style="display: none" title="Notes payable outstanding balance"&gt;0&lt;/span&gt; zero and $&lt;span id="xdx_90A_eus-gaap--NotesPayable_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"&gt;22,851&lt;/span&gt;,
respectively.&lt;/p&gt;


&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;













</us-gaap:DebtDisclosureTextBlock>
    <us-gaap:ScheduleOfDebtTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_88D_eus-gaap--ScheduleOfDebtTableTextBlock_zZ9q9Sd5CsZ8" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%; margin-right: auto; margin-left: auto" summary="xdx: Disclosure - DEBT (Details - Schedule of notes payable - financing agreements)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B4_zUUd5UurhC1h" style="display: none"&gt;Schedule of notes payable&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;September 30, 2023&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;December 31, 2022&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif"&gt;Notes Payable&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Principal&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Interest&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Principal&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Interest&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 48%; text-align: left"&gt;Third Party - Insurance Note 1&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--OtherNotesPayableCurrent_iI_pp0p0_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_z1ya5b3NGTa6" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Notes Payable, Principal"&gt;2,736&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zsNvdt2v6yI6" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Notes Payable, Interest"&gt;8.73&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;%&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pdp0" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Notes Payable, Principal"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1264"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Third Party - Insurance Note 2&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;79,146&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zMuHrWipUDwi" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Interest"&gt;8.00&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;17,753&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zT0Mj53KBNa6" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Interest"&gt;6.24&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Third Party - Insurance Note 3&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;8,045&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;16,094&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Third Party - Insurance Note 4&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20230930__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;47,889&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20221231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;40,728&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Total&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20230930_pp0p0" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;137,816&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--OtherNotesPayableCurrent_c20221231_pp0p0" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Notes Payable, Principal"&gt;74,575&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;</us-gaap:ScheduleOfDebtTableTextBlock>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">2736</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:LongTermDebtPercentageBearingFixedInterestRate
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="INF"
      unitRef="Pure">0.0873</us-gaap:LongTermDebtPercentageBearingFixedInterestRate>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">79146</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:LongTermDebtPercentageBearingFixedInterestRate
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="INF"
      unitRef="Pure">0.0800</us-gaap:LongTermDebtPercentageBearingFixedInterestRate>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">17753</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:LongTermDebtPercentageBearingFixedInterestRate
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="INF"
      unitRef="Pure">0.0624</us-gaap:LongTermDebtPercentageBearingFixedInterestRate>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">8045</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">16094</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">47889</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">40728</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">137816</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">74575</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-12-23_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">26484</us-gaap:NotesPayable>
    <us-gaap:DerivativeFixedInterestRate
      contextRef="AsOf2022-12-23_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="INF"
      unitRef="Pure">0.0873</us-gaap:DerivativeFixedInterestRate>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2022-12-222022-12-23_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">2755</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">2736</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">0</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">63766</us-gaap:NotesPayable>
    <us-gaap:DerivativeFixedInterestRate
      contextRef="AsOf2022-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="INF"
      unitRef="Pure">0.0624</us-gaap:DerivativeFixedInterestRate>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2022-04-142022-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">5979</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2023-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">142734</us-gaap:NotesPayable>
    <us-gaap:DerivativeFixedInterestRate
      contextRef="AsOf2023-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="INF"
      unitRef="Pure">0.0800</us-gaap:DerivativeFixedInterestRate>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2023-04-142023-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">13501</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">79146</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">17753</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-09-15_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">24140</us-gaap:NotesPayable>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2022-09-142022-09-15_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">2012</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">8045</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">16094</us-gaap:NotesPayable>
    <duot:PurchaseOfInsurancePolicy
      contextRef="From2022-02-012022-02-03"
      decimals="0"
      unitRef="USD">242591</duot:PurchaseOfInsurancePolicy>
    <duot:DownPaymentPaid
      contextRef="From2022-01-012022-03-31"
      decimals="0"
      unitRef="USD">102075</duot:DownPaymentPaid>
    <duot:InsuranceMonthlyInstallments
      contextRef="From2022-02-012022-02-03"
      decimals="0"
      unitRef="USD">20073</duot:InsuranceMonthlyInstallments>
    <us-gaap:ProceedsFromDepositsWithOtherInstitutions
      contextRef="From2022-01-012022-09-30"
      decimals="0"
      unitRef="USD">53175</us-gaap:ProceedsFromDepositsWithOtherInstitutions>
    <us-gaap:NotesPayable
      contextRef="AsOf2023-02-03_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">293520</us-gaap:NotesPayable>
    <duot:DownPaymentPaid
      contextRef="From2023-02-022023-02-03_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">125690</duot:DownPaymentPaid>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2023-02-022023-02-03_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">23976</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2023-09-30_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">47889</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-12-31_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">40728</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2020-05-22_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">121637</us-gaap:NotesPayable>
    <us-gaap:DerivativeFixedInterestRate
      contextRef="AsOf2020-05-22_custom_EquipmentFinancingMember"
      decimals="INF"
      unitRef="Pure">0.0990</us-gaap:DerivativeFixedInterestRate>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2020-05-212020-05-22_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">3919</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2023-09-30_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">0</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-12-31_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">22851</us-gaap:NotesPayable>
    <us-gaap:CommitmentsAndContingenciesDisclosureTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_804_eus-gaap--CommitmentsAndContingenciesDisclosureTextBlock_zf53N28q5k24" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;NOTE 4 &#x2013; &lt;span id="xdx_82E_zh4w5vWnO646"&gt;COMMITMENTS AND CONTINGENCIES&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Operating Lease Obligations &lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;On
July 26, 2021, the Company entered into a new operating lease agreement for office and warehouse combination space of &lt;span id="xdx_905_ecustom--AreaOfLease_usqft_c20210725__20210726_zHipA2xNel4j" title="Area of lease"&gt;40,000&lt;/span&gt; square feet,
with the lease commencing on November 1, 2021 and ending April 30, 2032. This new space combines the Company&#x2019;s two separate work
locations into one facility, which allows for greater collaboration and also accommodates a larger anticipated workforce and manufacturing
facility. On November 24, 2021, the lease was amended to commence on December 1, 2021 and end on May 31, 2032. The Company recognized
a ROU asset and operating lease liability in the amount of $&lt;span id="xdx_907_eus-gaap--OperatingLeaseRightOfUseAsset_iI_pp0p0_c20211124_zHp4VtetiMd3" title="Operating lease right of use asset"&gt;4,980,104&lt;/span&gt; &lt;/span&gt;&lt;span style="font-size: 8pt"&gt;&#160;&#160;&lt;/span&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;at
lease commencement. Rent for the first eleven months of the term was calculated based on &lt;span id="xdx_902_ecustom--RentableSpace_usqft_c20211123__20211124_zwePUYz8D8L6" title="Rentable space"&gt;30,000&lt;/span&gt; rentable square feet. The rent is subject
to an annual escalation of 2.5%, beginning November 1, 2023. The Company made a security deposit payment in the amount of $&lt;span id="xdx_90D_eus-gaap--SecurityDepositLiability_iI_pp0p0_c20210726_zojQfoSglxo6" title="Security deposit payment"&gt;600,000&lt;/span&gt; on
July 26, 2021. Per the contract, on the 18th month, the security deposit was reduced by $&lt;span id="xdx_90B_eus-gaap--IncreaseDecreaseInSecurityDeposits_c20210725__20210726_zA6ObHliRhm3" title="Security deposit reduce amount"&gt;50,000&lt;/span&gt;. The right of use asset balance at September
30, 2023, net of accumulated amortization, was $&lt;span id="xdx_90F_eus-gaap--OperatingLeaseRightOfUseAsset_pp0p0_c20230930_zOLUDy6XoIHf" title="Operating lease right of use asset"&gt;4,454,714&lt;/span&gt;.&lt;/span&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As of September 30, 2023, the office and warehouse
lease is the Company&#x2019;s only lease with a term greater than twelve months. The office and warehouse lease has a remaining term of
approximately 8.8 years and includes an option to extend for two renewal terms of five years each. The renewal options are not reasonably
certain to be exercised, and therefore, they are not included when determining the lease term used to establish the right of use asset
and lease liability. The Company also has several short-term leases, primarily related to equipment. The Company made an accounting policy
election to not recognize short-term leases with terms of twelve months or less on the consolidated balance sheet and instead recognize
the lease payments in expense as incurred. The Company has also elected to account for real estate leases that contain both lease and
non-lease components (such as common area maintenance) as a single lease component.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The following table shows supplemental information
related to leases:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_885_ecustom--SupplementalInformationRelatedLeasesTableTextBlock_zSxiIk4tqpc2" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of supplemental information related leases)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8BE_zK5caVTqag94" style="display: none"&gt;Schedule of supplemental information related to leases&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;Nine Months Ended &lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;2023&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;2022&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: bold 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Lease cost:&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify"&gt;Operating lease cost&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--OperatingLeaseCost_pp0p0_c20230101__20230930_z8zI1fcNy7Z7" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right" title="Operating lease cost"&gt;586,228&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--OperatingLeaseCost_pp0p0_c20220101__20220930_zPVhia0Xvwcj" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right" title="Operating lease cost"&gt;582,989&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Short-term lease cost&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShortTermLeaseCost_pp0p0_c20230101__20230930_zyo9iTJePHdb" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Short term lease Cost"&gt;56,052&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--ShortTermLeaseCost_pp0p0_c20220101__20220930_znz2tuEMFxYj" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Short term lease Cost"&gt;26,127&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: bold 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Other information:&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Operating cash outflow used for operating leases&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--PaymentsForRent_pp0p0_c20230101__20230930_z7cMlgUM6kAc" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Operating cash outflow used for operating leases"&gt;505,664&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--PaymentsForRent_pp0p0_c20220101__20220930_zafKEGv39ull" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Operating cash outflow used for operating leases"&gt;323,750&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Weighted average discount rate&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_902_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20230930_zOxu5xTlgtz2" title="Weighted average discount rate"&gt;9.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_909_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20220930_zQbjejaUA5wk" title="Weighted average discount rate"&gt;9.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Weighted average remaining lease term&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_905_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20230930_zUbnHeIS5uA" title="Weighted average remaining lease term"&gt;8.6&lt;/span&gt; years&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_908_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20220930_zaVk1YtG0jsa" title="Weighted average remaining lease term"&gt;9.6&lt;/span&gt; years&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 11pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;span style="font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;span style="font-size: 4pt"&gt;&#160;&lt;/span&gt;&lt;/p&gt;












&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As of September 30, 2023, future minimum lease payments
due under our operating leases are as follows:&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_88B_eus-gaap--LesseeOperatingLeaseLiabilityMaturityTableTextBlock_zl90QP4a4Gbi" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of future minimum lease payments)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B2_ziCtQDfEuuCa" style="display: none"&gt;Schedule of future minimum lease payments&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_49E_20230930_zHTk4CX8cgU9" style="text-align: center"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; text-align: center"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;Amount&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Calendar year:&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_iI_maCz6be_zqQ7YRbLYc2j" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td style="width: 77%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2023&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 20%; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;191,205&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maCz6be_zDWovttBrhyl" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2024&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;779,087&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maCz6be_zlgF9RBFVW04" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2025&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;798,556&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maCz6be_zYB5AoOD90i8" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2026&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;818,518&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maCz6be_zgjPm8QbztGf" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2027&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;838,984&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_ecustom--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour_iI_maCz6be_zK1HeuY0zr92" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Thereafter&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;4,043,427&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_mtCz6be_zjQhkwIdWYUj" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Total undiscounted future minimum lease payments&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;7,469,777&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_di_zXVBF4aGvNK4" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Less: Impact of discounting&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;(2,384,618&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_eus-gaap--OperatingLeaseLiability_iI_z2gqzvHahUmi" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Total present value of operating lease obligations&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;5,085,159&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--CurrentPortion_iNI_di_zCEsV7Ut2FA1" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Current portion&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;(774,306)&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_zmmipq2CH1o9" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Operating lease obligations, less current portion&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;4,310,853&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Executive Severance Agreement&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Pursuant to a separation agreement with Gianni Arcaini,
our former Chief Executive Officer and Chairman of the Board (the &#x201c;Separation Agreement&#x201d;), Mr. Arcaini&#x2019;s employment
with the Company ended on September 1, 2020 (&#x201c;Separation Date&#x201d;). The Separation Agreement provided that he would receive separation
payments over a 36-month period equal to his base salary plus $&lt;span id="xdx_90E_ecustom--AdditionalCompensationToBePaidInSeparationPayments_iI_pp0p0_c20230930__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zhbLQD1K6A6" title="Compensation to be paid in addition to base salary in separation payments"&gt;75,000&lt;/span&gt; as well as certain limited health and life insurance benefits. The
Separation Agreement also contained confidentiality, non-disparagement and non-solicitation covenants and a release of claims by Mr. Arcaini.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In accordance with the Separation Agreement, the Company
paid to Mr. Arcaini the total sum of $&lt;span id="xdx_902_ecustom--OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_iI_pp0p0_c20230930__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zix97KrivkQi" title="Payment under the separation agreement"&gt;747,788&lt;/span&gt;. On March 1, 2021, the Company paid to Mr. Arcaini a lump-sum amount equal to the first
six months of payments, or $&lt;span id="xdx_909_ecustom--PaymentOneOfSeparationAgreement_iI_pp0p0_c20210301__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_zwYWEOGSz5Y3" title="Lump sum payment owed under separation agreement"&gt;124,631&lt;/span&gt;, owed to Mr. Arcaini and the Company continued to pay him in semi-monthly installments for 30 months
thereafter, as contemplated in Mr. Arcaini&#x2019;s Separation Agreement. The remaining balance included in accrued expenses in the accompanying
unaudited consolidated balance sheet is zero as of September 30, 2023. &lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:CommitmentsAndContingenciesDisclosureTextBlock>
    <duot:AreaOfLease
      contextRef="From2021-07-252021-07-26"
      decimals="INF"
      unitRef="sqft">40000</duot:AreaOfLease>
    <us-gaap:OperatingLeaseRightOfUseAsset contextRef="AsOf2021-11-24" decimals="0" unitRef="USD">4980104</us-gaap:OperatingLeaseRightOfUseAsset>
    <duot:RentableSpace
      contextRef="From2021-11-232021-11-24"
      decimals="INF"
      unitRef="sqft">30000</duot:RentableSpace>
    <us-gaap:SecurityDepositLiability contextRef="AsOf2021-07-26" decimals="0" unitRef="USD">600000</us-gaap:SecurityDepositLiability>
    <us-gaap:IncreaseDecreaseInSecurityDeposits
      contextRef="From2021-07-252021-07-26"
      decimals="0"
      unitRef="USD">50000</us-gaap:IncreaseDecreaseInSecurityDeposits>
    <us-gaap:OperatingLeaseRightOfUseAsset contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">4454714</us-gaap:OperatingLeaseRightOfUseAsset>
    <duot:SupplementalInformationRelatedLeasesTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_885_ecustom--SupplementalInformationRelatedLeasesTableTextBlock_zSxiIk4tqpc2" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of supplemental information related leases)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8BE_zK5caVTqag94" style="display: none"&gt;Schedule of supplemental information related to leases&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;Nine Months Ended &lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;2023&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;2022&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: bold 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Lease cost:&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify"&gt;Operating lease cost&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--OperatingLeaseCost_pp0p0_c20230101__20230930_z8zI1fcNy7Z7" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right" title="Operating lease cost"&gt;586,228&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--OperatingLeaseCost_pp0p0_c20220101__20220930_zPVhia0Xvwcj" style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right" title="Operating lease cost"&gt;582,989&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Short-term lease cost&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShortTermLeaseCost_pp0p0_c20230101__20230930_zyo9iTJePHdb" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Short term lease Cost"&gt;56,052&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--ShortTermLeaseCost_pp0p0_c20220101__20220930_znz2tuEMFxYj" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Short term lease Cost"&gt;26,127&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: bold 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Other information:&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Operating cash outflow used for operating leases&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--PaymentsForRent_pp0p0_c20230101__20230930_z7cMlgUM6kAc" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Operating cash outflow used for operating leases"&gt;505,664&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--PaymentsForRent_pp0p0_c20220101__20220930_zafKEGv39ull" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Operating cash outflow used for operating leases"&gt;323,750&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Weighted average discount rate&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_902_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20230930_zOxu5xTlgtz2" title="Weighted average discount rate"&gt;9.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_909_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20220930_zQbjejaUA5wk" title="Weighted average discount rate"&gt;9.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Weighted average remaining lease term&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_905_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20230930_zUbnHeIS5uA" title="Weighted average remaining lease term"&gt;8.6&lt;/span&gt; years&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_908_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20220930_zaVk1YtG0jsa" title="Weighted average remaining lease term"&gt;9.6&lt;/span&gt; years&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;</duot:SupplementalInformationRelatedLeasesTableTextBlock>
    <us-gaap:OperatingLeaseCost
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">586228</us-gaap:OperatingLeaseCost>
    <us-gaap:OperatingLeaseCost
      contextRef="From2022-01-012022-09-30"
      decimals="0"
      unitRef="USD">582989</us-gaap:OperatingLeaseCost>
    <us-gaap:ShortTermLeaseCost
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">56052</us-gaap:ShortTermLeaseCost>
    <us-gaap:ShortTermLeaseCost
      contextRef="From2022-01-012022-09-30"
      decimals="0"
      unitRef="USD">26127</us-gaap:ShortTermLeaseCost>
    <us-gaap:PaymentsForRent
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">505664</us-gaap:PaymentsForRent>
    <us-gaap:PaymentsForRent
      contextRef="From2022-01-012022-09-30"
      decimals="0"
      unitRef="USD">323750</us-gaap:PaymentsForRent>
    <us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent contextRef="AsOf2023-09-30" decimals="INF" unitRef="Pure">0.090</us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent>
    <us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent contextRef="AsOf2022-09-30" decimals="INF" unitRef="Pure">0.090</us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent>
    <us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1 contextRef="AsOf2023-09-30">P8Y7M6D</us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1>
    <us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1 contextRef="AsOf2022-09-30">P9Y7M6D</us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1>
    <us-gaap:LesseeOperatingLeaseLiabilityMaturityTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_88B_eus-gaap--LesseeOperatingLeaseLiabilityMaturityTableTextBlock_zl90QP4a4Gbi" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of future minimum lease payments)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B2_ziCtQDfEuuCa" style="display: none"&gt;Schedule of future minimum lease payments&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_49E_20230930_zHTk4CX8cgU9" style="text-align: center"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; text-align: center"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;Amount&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Calendar year:&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_iI_maCz6be_zqQ7YRbLYc2j" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td style="width: 77%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2023&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 20%; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;191,205&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maCz6be_zDWovttBrhyl" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2024&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;779,087&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maCz6be_zlgF9RBFVW04" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2025&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;798,556&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maCz6be_zYB5AoOD90i8" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2026&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;818,518&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40D_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maCz6be_zgjPm8QbztGf" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2027&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;838,984&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_ecustom--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour_iI_maCz6be_zK1HeuY0zr92" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Thereafter&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;4,043,427&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_mtCz6be_zjQhkwIdWYUj" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Total undiscounted future minimum lease payments&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;7,469,777&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_di_zXVBF4aGvNK4" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Less: Impact of discounting&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;(2,384,618&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_eus-gaap--OperatingLeaseLiability_iI_z2gqzvHahUmi" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Total present value of operating lease obligations&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;5,085,159&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--CurrentPortion_iNI_di_zCEsV7Ut2FA1" style="vertical-align: bottom; background-color: #CCEEFF"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Current portion&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;(774,306)&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_zmmipq2CH1o9" style="vertical-align: bottom; background-color: white"&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Operating lease obligations, less current portion&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;4,310,853&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;</us-gaap:LesseeOperatingLeaseLiabilityMaturityTableTextBlock>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">191205</us-gaap:LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">779087</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearTwo contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">798556</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearTwo>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearThree contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">818518</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearThree>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFour contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">838984</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFour>
    <duot:LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">4043427</duot:LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFour>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDue contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">7469777</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDue>
    <us-gaap:LesseeOperatingLeaseLiabilityUndiscountedExcessAmount contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">2384618</us-gaap:LesseeOperatingLeaseLiabilityUndiscountedExcessAmount>
    <us-gaap:OperatingLeaseLiability contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">5085159</us-gaap:OperatingLeaseLiability>
    <duot:CurrentPortion contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">774306</duot:CurrentPortion>
    <duot:OperatingLeaseLiabilityLessCurrentPortion contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">4310853</duot:OperatingLeaseLiabilityLessCurrentPortion>
    <duot:AdditionalCompensationToBePaidInSeparationPayments
      contextRef="AsOf2023-09-30_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">75000</duot:AdditionalCompensationToBePaidInSeparationPayments>
    <duot:OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement
      contextRef="AsOf2023-09-30_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">747788</duot:OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement>
    <duot:PaymentOneOfSeparationAgreement
      contextRef="AsOf2021-03-01_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">124631</duot:PaymentOneOfSeparationAgreement>
    <us-gaap:StockholdersEquityNoteDisclosureTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_80F_eus-gaap--StockholdersEquityNoteDisclosureTextBlock_zpGQfrtCBca5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 5 &#x2013; &lt;span id="xdx_82C_zmGWp5EQdMXf"&gt;STOCKHOLDERS&#x2019; EQUITY&lt;/span&gt;&lt;/b&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Series B Convertible Preferred Stock&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The following summary of certain terms and provisions
of our Series B Convertible Preferred Stock (the &#x201c;Series B Convertible Preferred Stock&#x201d;) is subject to, and qualified in its
entirety by reference to, the terms and provisions set forth in our certificate of designation of preferences, rights and limitations
of Series B Convertible Preferred Stock (the &#x201c;Series B Convertible Preferred Certificate of Designation&#x201d;) as previously filed.
Subject to the limitations prescribed by our articles of incorporation, our board of directors is authorized to establish the number of
shares constituting each series of preferred stock and to fix the designations, powers, preferences, and rights of the shares of each
of those series and the qualifications, limitations and restrictions of each of those series, all without any further vote or action by
our stockholders. Our board of directors designated &lt;span id="xdx_90C_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zq3GNlNK1Ukg" title="Preferred stock, shares authorized"&gt;15,000&lt;/span&gt; of the &lt;span id="xdx_906_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930_zunZABqnACvj" title="Preferred stock, shares authorized"&gt;10,000,000&lt;/span&gt; authorized shares of preferred stock as Series B Convertible
Preferred Stock with a stated value of $&lt;span id="xdx_90C_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIkdRBdskLO5" title="Preferred stock, par value"&gt;1,000&lt;/span&gt; per share. The shares of Series B Convertible Preferred Stock were validly issued, fully
paid and non-assessable.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;













&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Each share of Series B Convertible
Preferred Stock was convertible at any time at the holder&#x2019;s option into a number of shares of common stock equal to $&lt;span id="xdx_90B_eus-gaap--ConversionOfStockAmountConverted1_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zZnd9CiAsLPb" title="Conversion of stock, value"&gt;1,000&lt;/span&gt;
divided by the conversion price of $&lt;span id="xdx_908_eus-gaap--DebtInstrumentConvertibleConversionPrice1_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zW0wMbVR5EEh" title="Conversion price"&gt;7.00&lt;/span&gt;
per share. Notwithstanding the foregoing, we shall not effect any conversion of Series B Convertible Preferred Stock, with certain
exceptions, to the extent that, after giving effect to an attempted conversion, the holder of shares of Series B Convertible
Preferred Stock (together with such holder&#x2019;s affiliates, and any persons acting as a group together with such holder or any of
such holder&#x2019;s affiliates) would beneficially own a number of shares of our common stock in excess of 4.99% (or, at the
election of the purchaser, 9.99%) of the shares of our common stock then outstanding after giving effect to such exercise. The
Series B Convertible Preferred Certificate of Designation does not prohibit the Company from waiving this limitation. Upon any
liquidation, dissolution or winding-up of Company, whether voluntary or involuntary (a &#x201c;Liquidation&#x201d;), the holders shall
be entitled to participate on an as-converted-to-common stock basis (without giving effect to the Beneficial Ownership Limitation)
with holders of the common stock in any distribution of assets of the Company to the holders of the common stock. As of September
30, 2023 and December 31, 2022, respectively, there are zero &lt;span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zxDirK06Rje6" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_907_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zdbew4wSCSFc" style="display: none" title="Preferred stock, shares outstanding"&gt;0&lt;/span&gt;&lt;/span&gt; and zero &lt;span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zboqmiB6OAih" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_90E_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zoCrUEnybuda" style="display: none" title="Preferred stock, shares outstanding"&gt;0&lt;/span&gt;&lt;/span&gt; shares of Series B Convertible Preferred Stock issued and
outstanding.&#160;&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Series C Convertible Preferred Stock&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company&#x2019;s Board of Directors designated
&lt;span id="xdx_901_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z46F4dfCqQfh" title="Preferred stock, shares authorized"&gt;5,000&lt;/span&gt; shares as the Series C Convertible Preferred Stock (the &#x201c;Series C Convertible Preferred Stock&#x201d;). Each share of the Series
C Convertible Preferred Stock has a stated value of $&lt;span id="xdx_900_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zrUFYqW1doh3" title="Preferred stock, par value"&gt;1,000&lt;/span&gt;. The holders of the Series C Convertible Preferred Stock, the holders of the
common stock and the holders of any other class or series of shares entitled to vote with the common stock shall vote together as one
class on all matters submitted to a vote of shareholders of the Company. &lt;span id="xdx_902_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember" title="Preferred stock voting rights"&gt;Each share of Series C Convertible Preferred Stock has 172 votes&lt;/span&gt;
(subject to adjustment); provided that in no event may a holder of Series C Convertible Preferred Stock be entitled to vote a number of
shares in excess of such holder&#x2019;s Beneficial Ownership Limitation (as defined in the Certificate of Designation and as described
below). Each share of Series C Convertible Preferred Stock is convertible, at any time and from time to time, at the option of the holder,
into that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined by dividing the stated value of
such share ($1,000) by the conversion price, which is $&lt;span id="xdx_90D_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zriB3kONwOe1" title="Preferred stock, conversion price per share"&gt;5.50&lt;/span&gt; (subject to adjustment). The Company shall not effect any conversion of the
Series C Convertible Preferred Stock, and a holder shall not have the right to convert any portion of the Series C Convertible Preferred
Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together with such holder&#x2019;s Attribution
Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%)
of the number of shares of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable
upon such conversion (the &#x201c;Beneficial Ownership Limitation&#x201d;). All holders of the Series C Preferred Stock elected the 19.99%
Beneficial Ownership Limitation.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On February 26, 2021, the Company entered into a Securities
Purchase Agreement (the &#x201c;Purchase Agreement&#x201d;) with certain existing investors in the Company (the &#x201c;Purchasers&#x201d;).
Pursuant to the Purchase Agreement, the Purchasers purchased 4,500 shares of a newly authorized Series C Convertible Preferred Stock,
and the Company received proceeds of $&lt;span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20210225__20210226__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_zpUGB2KSfjrb" title="Proceeds from convertible preferred stock"&gt;4,500,000&lt;/span&gt;. The Purchase Agreement contains customary representations, warranties, agreements and
indemnification rights and obligations of the parties. In January 2022, the 2,500 outstanding shares of Series C Convertible Preferred
Stock were converted into &lt;span id="xdx_90D_ecustom--SeriesCPreferredConvertedToCommonStockShares_c20220101__20220131__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zAwP4VIyxA4l" title="Series C preferred converted to common stock, shares"&gt;454,546&lt;/span&gt; shares of common stock. As of September 30, 2023 and December 31, 2022, respectively, there were zero
&lt;span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zdKo1gpNRle7" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_902_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zK0bufL7XT65" style="display: none" title="Preferred stock, shares outstanding"&gt;0&lt;/span&gt;&lt;/span&gt; and zero &lt;span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zmXs8pk1GyT9" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_903_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zu8jbzkQQ9we" style="display: none" title="Preferred stock, shares outstanding"&gt;0&lt;/span&gt;&lt;/span&gt; shares of Series C Convertible Preferred Stock issued and outstanding.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In connection with the Purchase Agreement, the Company
also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights Agreement, the Company filed
with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series
C Convertible Preferred Stock were convertible. The Registration Rights Agreement contains customary representations, warranties, agreements
and indemnification rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;













&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Series D Convertible Preferred Stock&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On September 28, 2022, the Company amended its articles
of incorporation to designate &lt;span id="xdx_909_eus-gaap--PreferredStockSharesAuthorized_iI_c20220928__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zbLb4tncO1c8" title="Preferred stock, shares authorized"&gt;4,000&lt;/span&gt; shares as the Series D Convertible Preferred Stock (the &#x201c;Series D Convertible Preferred Stock&#x201d;).
Each share of the Series D Convertible Preferred Stock has a stated value of $&lt;span id="xdx_90E_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20220928__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_z9R4EtiR2AX2" title="Preferred stock, par value"&gt;1,000&lt;/span&gt;. The holders of the Series D Convertible Preferred
Stock, the holders of the common stock and the holders of any other class or series of shares entitled to vote with the common stock shall
vote together as one class on all matters submitted to a vote of shareholders of the Company. &lt;span id="xdx_901_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember" title="Preferred stock voting rights"&gt;Each share of Series D Convertible Preferred
Stock has 333 votes&lt;/span&gt; (subject to standard anti-dilution adjustment); provided that in no event may a holder of Series D Convertible Preferred
Stock be entitled to vote a number of shares in excess of such holder&#x2019;s Beneficial Ownership Limitation (as defined in the Certificate
of Designation and as described below). Each share of Series D Convertible Preferred Stock is convertible, at any time and from time to
time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined
by dividing the stated value of such share ($1,000) by the conversion price, which is $&lt;span id="xdx_90A_eus-gaap--PreferredStockConvertibleConversionPrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zfxwDfoCVZnf" title="Conversion price"&gt;3.00&lt;/span&gt; (subject to adjustment). The Company shall
not effect any conversion of the Series D Convertible Preferred Stock, and a holder shall not have the right to convert any portion of
the Series D Convertible Preferred Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together
with such holder&#x2019;s Attribution Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or
upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately after giving effect to the issuance
of shares of common stock issuable upon such conversion (the &#x201c;Beneficial Ownership Limitation&#x201d;). All holders of the Series
D Preferred Stock elected the 19.99% Beneficial Ownership Limitation. The Company shall reserve and keep available out of its authorized
and unissued Common Stock, solely for the issuance upon the conversion of the Series D Convertible Preferred Stock, such a number of shares
of Common Stock as shall from time to time be issuable upon the conversion of all of the shares of the Series D Convertible Preferred
Stock then outstanding. Additionally, the Series D Convertible Preferred Stock does not have the right to dividends and in the event of
an involuntary liquidation, the Series D shares shall be treated as a pro rata equivalent of common stock outstanding at the date of the
liquidation event and have no liquidation preference.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On September 30, 2022, the Company entered into a
Securities Purchase Agreement (the &#x201c;Purchase Agreement&#x201d;) with certain existing investors in the Company (the &#x201c;Purchasers&#x201d;).
Pursuant to the Purchase Agreement, the Purchasers purchased &lt;span id="xdx_908_eus-gaap--PreferredStockSharesIssued_c20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_pdd" title="Preferred stock, shares issued"&gt;999&lt;/span&gt; shares of the newly authorized Series D Convertible Preferred Stock,
and the Company received proceeds of $&lt;span id="xdx_906_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20220901__20220930__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_z1FSlam1RLsa" title="Proceeds from convertible preferred stock"&gt;999,000&lt;/span&gt;. The Purchase Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On October 29, 2022, the Company entered into a Securities
Purchase Agreement (the &#x201c;Purchase Agreement&#x201d;) with a certain existing investor in the Company (the &#x201c;Purchaser&#x201d;).
Pursuant to the Purchase Agreement, the Purchaser purchased &lt;span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20221029__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__us-gaap--PrivatePlacementMember_zp3By7tL6uG9" title="Preferred stock, shares issued"&gt;300&lt;/span&gt; shares of the newly authorized Series D Convertible Preferred Stock, and
the Company received proceeds of $&lt;span id="xdx_909_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20221028__20221029__us-gaap--StatementClassOfStockAxis__custom--SeriesDConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__us-gaap--PrivatePlacementMember_zrNC3eTI1vVj" title="Proceeds from convertible preferred stock"&gt;300,000&lt;/span&gt;. The Purchase Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In connection with such Purchase Agreements, the
Company also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights Agreement, the
Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which
the shares of Series D Convertible Preferred Stock are convertible. The Registration Rights Agreement contains customary
representations, warranties, agreements and indemnification rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As of September 30, 2023 and December 31, 2022, respectively,
there were &lt;span id="xdx_90D_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zUEZIFM2bOZd" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_904_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zwCyBPnzzLwh" title="Preferred stock, shares outstanding"&gt;1,299&lt;/span&gt;&lt;/span&gt; and &lt;span id="xdx_903_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_zsbWBCvGxdX1" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesDPreferredStockMember_znt6hzbgyh5g" title="Preferred stock, shares outstanding"&gt;1,299&lt;/span&gt;&lt;/span&gt; shares of Series D Convertible Preferred Stock issued and outstanding.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Series E Convertible Preferred Stock&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company&#x2019;s Board of Directors has designated
&lt;span id="xdx_901_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zS5XE2U8WPoc"&gt;30,000
&lt;/span&gt;shares as the Series E Convertible Preferred Stock (the &#x201c;Series E Convertible Preferred Stock&#x201d;). Each share of the
Series E Convertible Preferred Stock has a stated value of $&lt;span id="xdx_90D_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zExJWdyZ6pH7"&gt;1,000&lt;/span&gt;.
The holders of the Series E Convertible Preferred Stock, the holders of the common stock and the holders of any other class or series
of shares entitled to vote with the common stock shall vote as one class on all matters submitted to a vote of shareholders of the Company.
&lt;span id="xdx_900_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember"&gt;Each
share of Series E Preferred Stock has 333 votes&lt;/span&gt; (subject to adjustment); provided that in no event may a holder of Series E Preferred
Stock be entitled to vote a number of shares in excess of such holder&#x2019;s Beneficial Ownership Limitation. Each share of Series E
Convertible Preferred Stock is convertible, subject to shareholder approval (which has not yet been granted);
at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial
Ownership Limitation) determined by dividing the stated value of such share ($1,000) by the conversion price, which is $3.00 (subject
to adjustment). The Company shall not effect any conversion of the Series E Convertible Preferred Stock,
and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent that after
giving effect to the conversion sought by the holder such holder (together with such holder&#x2019;s Attribution Parties (as defined in
the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares
of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable upon such conversion (the
&#x201c;Beneficial Ownership Limitation&#x201d;). All holders of the Series E Convertible Preferred Stock elected the 19.99% Beneficial
Ownership Limitation.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;















&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company on March 27, 2023 entered into a
Securities Purchase Agreement (the &#x201c;Purchase Agreement&#x201d;) with an existing investor in the Company (the &#x201c;Purchaser&#x201d;).
Pursuant to the Purchase Agreement, the Purchaser purchased &lt;span id="xdx_90E_eus-gaap--PreferredStockSharesIssued_iI_c20230327__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_z3qeyX6skUH" title="Preferred stock, shares issued"&gt;4,000&lt;/span&gt; shares of a newly authorized Series E Convertible Preferred Stock at
a price of $&lt;span id="xdx_908_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230327__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_z2J72dcxAG14" title="Preferred stock, par value"&gt;1,000&lt;/span&gt; per share, and the Company received proceeds of $&lt;span id="xdx_908_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_pp0p0_c20230326__20230327__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_ze51ELvU38nb" title="Proceeds from convertible preferred stock"&gt;4,000,000&lt;/span&gt;. The Purchase Agreement contains customary representations,
warranties, agreements and indemnification rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The existing investor&#x2019;s Purchase Agreement
also provides that the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in
the Purchase Agreement) on or prior to December 31, 2023 that entitles any person to acquire shares of common stock at an effective price
per share less than the then conversion price of the Series E Convertible Preferred Stock without the consent of the Purchaser.&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As of September 30, 2023 and December 31, 2022, respectively,
there were &lt;span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zfVYsWLt1HFi" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_904_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zHrQfxnE0H1" title="Preferred stock, shares outstanding"&gt;4,000&lt;/span&gt;&lt;/span&gt; and &lt;span id="xdx_907_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zQkJcglJPTo2" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_908_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zPYZrTWeBXOj" title="Preferred stock, shares outstanding"&gt;0&lt;/span&gt;&lt;/span&gt; shares of Series E Convertible Preferred Stock issued and outstanding.&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In connection with the Series E Convertible Preferred
Stock issuance, the Company accrued estimated costs and charged additional paid-in capital of $&lt;span id="xdx_909_eus-gaap--AdjustmentsToAdditionalPaidInCapitalStockIssuedIssuanceCosts_c20230101__20230331__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zOtH5IkyCmo" title="Additional paid-in capital"&gt;299,145&lt;/span&gt; during the quarter ended March
31, 2023. The actual costs were only $&lt;span id="xdx_907_ecustom--ActualCosts_pp0p0_c20230701__20230930_zOFjXfiPIhUc" title="Actual costs"&gt;17,645&lt;/span&gt;, hence the excess of $&lt;span id="xdx_906_eus-gaap--InvestmentCompanyPreferredShareAmountRepurchasedToNavExcessLess_pp0p0_c20230701__20230930_zUGbYbng0E2b" title="Excess cost"&gt;281,500&lt;/span&gt; was reversed during the quarter ended June 30, 2023.&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Series F Convertible Preferred Stock&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On August 2, 2023, the Company entered into a Securities Purchase
Agreement (the &#x201c;Purchase Agreement&#x201d;) with an existing, accredited investor in the Company (the &#x201c;Purchaser&#x201d;). Pursuant
to the Purchase Agreement, the Purchaser purchased &lt;span id="xdx_901_ecustom--SeriesFPreferredConvertiblePreferredStockShares_c20230730__20230802_zxTb6Upw7acl" title="Series F preferred convertible preferred stock, Shares"&gt;5,000&lt;/span&gt; shares of a newly authorized Series F Convertible Preferred Stock (the &#x201c;Series
F Convertible Preferred Stock&#x201d;), and the Company received proceeds of $&lt;span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_c20230730__20230802_ztqnpjcFEj25" title="Proceeds from convertible preferred stock"&gt;5,000,000&lt;/span&gt;. The Purchase Agreement contains customary representations,
warranties, agreements and indemnification rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222"&gt;The
Company's Board of Directors designated &lt;span id="xdx_906_eus-gaap--PreferredStockSharesAuthorized_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zKmfDqdKHznl" title="Preferred stock, shares authorized"&gt;5,000&lt;/span&gt; shares as the Series F Preferred Stock. Each share of Series F Preferred Stock is convertible,
at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the beneficial
ownership limitation described below) determined by dividing the stated value of such share ($&lt;span id="xdx_907_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zrh3XLc0k07l" title="Preferred stock, par value"&gt;1,000&lt;/span&gt;) by the conversion price, which is
$&lt;span id="xdx_908_eus-gaap--PreferredStockConvertibleConversionPrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zYtEmz1BkOS4" title="Conversion price"&gt;6.20&lt;/span&gt; (subject to adjustment). The Company, however, shall not effect any conversion of the Series F Preferred Stock, and the holder shall
not have the right to convert any portion of the Series F Preferred Stock, to the extent that after giving effect to the conversion sought
by the holder such holder (together with such holder&#x2019;s Attribution Parties (as defined in the Certificate of Designation)) would
beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately
after giving effect to the issuance of shares of common stock issuable upon such conversion. The purchasers of the Series F Preferred
Stock have elected that their ownership limitation will be 19.99%.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222"&gt;The
holders of the Series F Preferred Stock, the holders of the common stock and the holders of any other class or series of shares entitled
to vote with the common stock shall vote together as one class on all matters submitted to a vote of shareholders of the Company. &lt;span id="xdx_901_eus-gaap--PreferredStockVotingRights_c20230101__20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zYUTVei4u55h" title="Preferred stock voting rights"&gt;Each
share of Series F Preferred Stock has 161 votes&lt;/span&gt; (subject to adjustment); provided that in no event may a holder of Series F Preferred
Stock be entitled to vote a number of shares in excess of such holder&#x2019;s ownership limitation.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222"&gt;The
Company also agreed that it will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the
Purchase Agreement relating to the Series F Preferred Stock) on or prior to December 31, 2023 that entitles any person to acquire shares
of common stock at an effective price per share less than the then conversion price of the Series F Preferred Stock without the consent
of the holders.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify"&gt;In connection with the Purchase
Agreement, the Company also entered into a Registration Rights Agreement with the Purchasers. Pursuant to the Registration Rights
Agreement, the Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common
stock into which the shares of Series C Convertible Preferred Stock were convertible. Subject to certain conditions, the Company
must cause the registration statement to be declared effective by 90 days after closing (or in the event of a full review by the
SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 10pt; text-align: justify; background-color: white; color: #222222"&gt;The
Registration Rights Agreement contains provisions for liquidated damages equal to 1% multiplied by the aggregate subscription amount
paid, paid each month, in the event certain deadlines are missed.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As of September 30, 2023 and December 31, 2022, respectively,
there were &lt;span id="xdx_904_eus-gaap--PreferredStockSharesIssued_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_z03gBfnGcKmc" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zq7M1HIymSR7" title="Preferred stock, shares outstanding"&gt;5,000&lt;/span&gt;&lt;/span&gt; and &lt;span id="xdx_907_eus-gaap--PreferredStockSharesIssued_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_ztMcA2l0yhD6" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_906_eus-gaap--PreferredStockSharesOutstanding_iI_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zATsSkXlJ3I8" title="Preferred stock, shares outstanding"&gt;0&lt;/span&gt;&lt;/span&gt; shares of Series F Convertible Preferred Stock issued and outstanding.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;











&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Common stock issued&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Nine Months Ended September 30, 2022&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On January 11, 2022, shareholders converted &lt;span id="xdx_907_ecustom--ConversionOfStockSharesIssued_c20220110__20220111_zjBEyrZvhGvg" title="Conversion of shares"&gt;710&lt;/span&gt;&#160;and
&lt;span id="xdx_909_ecustom--ConversionOfStockSharesIssued_c20220110__20220111__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z4cgULzexsbc" title="Conversion of shares"&gt;1,790&lt;/span&gt; shares of Series C Convertible Preferred Stock collectively with a stated value of $2.5 million owned by two entities related to
each other with a conversion price of $&lt;span id="xdx_903_eus-gaap--CommonStockConvertibleConversionPriceIncrease_c20220110__20220111_z6MKL7Ru0Af6" title="Conversion price"&gt;5.50&lt;/span&gt; per common share resulting in the issuance of 129,091 and 325,455 shares of the Company&#x2019;s
common stock.&lt;/p&gt;

&lt;p style="font: 12pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On February 3, 2022, the Company closed an offering
of &lt;span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220202__20220203_zIzr3vNygFCf" title="Number of shares issued, shares"&gt;1,325,000&lt;/span&gt; shares of common stock in the amount of $&lt;span id="xdx_902_eus-gaap--StockIssuedDuringPeriodValueNewIssues_pp0p0_c20220202__20220203_zgNsqTYTjntg" title="Number of shares issued, value"&gt;5,300,000&lt;/span&gt; or $&lt;span id="xdx_902_eus-gaap--SharePrice_iI_c20220203_zJVyqH69hhm" title="Purchase price per share"&gt;4&lt;/span&gt; per share before certain underwriting fees and offering expenses
with net proceeds of $&lt;span id="xdx_903_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_pp0p0_c20220202__20220203_z3IdpPHkEy6g" title="Proceeds from offering cost"&gt;4,779,000&lt;/span&gt;.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On February 21, 2022, the Company closed on an &#x201c;over-allotment&#x201d;
offering of &lt;span id="xdx_903_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220220__20220221_zQU9IwdRNH11" title="Number of shares issued, shares"&gt;198,750&lt;/span&gt; shares of common stock in the amount of $&lt;span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueNewIssues_pp0p0_c20220220__20220221_z0NSRRONuLGl" title="Number of shares issued, value"&gt;795,000&lt;/span&gt; or $&lt;span id="xdx_90E_eus-gaap--SharePrice_iI_c20220221_zzbEb86ssbj2" title="Purchase price per share"&gt;4&lt;/span&gt; per share before certain underwriting fees and offering expenses
with net proceeds of $&lt;span id="xdx_90F_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_pp0p0_c20220220__20220221_zPZfh8flDsl9" title="Proceeds from offering cost"&gt;739,350&lt;/span&gt;. Both this and the previous offering were &#x201c;takedowns&#x201d; from a previously filed &#x201c;shelf&#x201d;
registration statement for the offer of up to $&lt;span id="xdx_90E_eus-gaap--CommonStockIssuedEmployeeTrustDeferred_iI_pp0p0_c20220221_z1RDqKVgDwQ3" title="Aggregate common stock"&gt;50,000,000&lt;/span&gt; in the aggregate of common stock, Preferred Stock, Debt Securities, Warrants,
Rights or Units from time to time in one or more offerings.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On March 31, 2022, the Company issued &lt;span id="xdx_905_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220101__20220331__srt--TitleOfIndividualAxis__srt--DirectorMember_zn0UOZWh9Udg" title="Stock issued for services , shares"&gt;7,198&lt;/span&gt; shares
of common stock for payment of board fees to four directors in the amount of $&lt;span id="xdx_905_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20220101__20220331__srt--TitleOfIndividualAxis__srt--DirectorMember_zAhn60EAJE06" title="Stock issued for services, value"&gt;40,000&lt;/span&gt; for services to the board which was expensed during
the three months ended March 31, 2022.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On June 30, 2022, the Company issued &lt;span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220401__20220630__srt--TitleOfIndividualAxis__srt--DirectorMember_z1sQPd2JMSL7" title="Stock issued for services , shares"&gt;10,668&lt;/span&gt;
shares of common stock for payment of board fees to four directors in the amount of $&lt;span id="xdx_901_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20220401__20220630__srt--TitleOfIndividualAxis__srt--DirectorMember_zhhE0wxzo9v7" title="Stock issued for services, value"&gt;40,000&lt;/span&gt;
for services to the board which was expensed during the three months ended June 30, 2022.&lt;/p&gt;

&lt;p style="font: 9pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On August 25, 2022, &lt;span id="xdx_903_ecustom--ConvertedToCommonStockShares_c20220824__20220825_zrtnG6JiSAGa" title="Converted to common stock shares"&gt;121,572&lt;/span&gt; common shares were issued
upon conversion of &lt;span id="xdx_90D_ecustom--ConvertedToCommonStockShares_c20220824__20220825__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zIkBi2kSlLY5" title="Converted to common stock shares"&gt;851&lt;/span&gt; shares of Series B Preferred Stock.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On September 30, 2022, the Company issued &lt;span id="xdx_909_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220701__20220930__srt--TitleOfIndividualAxis__srt--DirectorMember_zDydWxZfbhqh" title="Stock issued for services , shares"&gt;9,758&lt;/span&gt; shares
of common stock for payment of board fees to four directors in the amount of $&lt;span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220701__20220930__srt--TitleOfIndividualAxis__srt--DirectorMember_zqDMxolCDH8g" title="Stock issued for services , value"&gt;40,000&lt;/span&gt; for services to the board which was expensed during
the three months ended September 30, 2022.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On September 30, 2022, the Company closed an offering
of &lt;span id="xdx_905_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220101__20220930_ztdGEPuTdHcl" title="Number of shares issued, shares"&gt;818,335&lt;/span&gt; shares of common stock in the amount of $&lt;span id="xdx_903_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220101__20220930_zCinjAeZ0dli" title="Number of shares issued, value"&gt;2,455,003&lt;/span&gt; or $&lt;span id="xdx_908_eus-gaap--SharePrice_iI_c20220930_zeMLwEqVdww5" title="Purchase price per share"&gt;3&lt;/span&gt; per share before certain placement agent fees and offering expenses
with net proceeds of $&lt;span id="xdx_909_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220101__20220930_zoLUZnHrV0xc" title="Proceeds from offering cost"&gt;2,194,187&lt;/span&gt;.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Nine Months Ended September 30, 2023&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt; On March 31, 2023, the Company issued &lt;span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230101__20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zays830w8lVh" title="Stock issued for services , shares"&gt;12,463&lt;/span&gt;
shares of common stock for payment of board fees to three directors for a value of $&lt;span id="xdx_905_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230101__20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_ztBYp9UrRQri" title="Stock issued for services, value"&gt;32,500&lt;/span&gt;
for services to the board which was expensed during the three months ended March 31, 2023. The value of the shares is based on the
March 31, 2023 grant date quoted trading price of $&lt;span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230331__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z7wMWigdxUxd" title="Weighted average price per share"&gt;2.61&lt;/span&gt;.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt; On June 30, 2023, the Company
issued &lt;span id="xdx_909_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230401__20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zJADfM4HB6Ni" title="Stock issued for services , shares"&gt;5,645&lt;/span&gt; shares of common stock for payment of board fees to three directors for a value of $&lt;span id="xdx_90F_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230401__20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zLYzt7oym2Sh" title="Stock issued for services, value"&gt;32,500&lt;/span&gt; for services to the board which
was expensed during the three months ended June 30, 2023. The value of the shares is based on the June 30, 2023 grant date quoted trading
price of $&lt;span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230630__srt--TitleOfIndividualAxis__custom--ThreeDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zs2m2OVH2f05" title="Weighted average price per share"&gt;5.76&lt;/span&gt;.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On June 30, 2023, the Company issued &lt;span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230629__20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zrOeKlcEriq4" title="Stock issued for services , shares"&gt;65,561&lt;/span&gt; shares
of common stock to employees participating in the Company&#x2019;s Employee Stock Purchase Plan at the end of a six-month offering period.
The employee contributions totaled $&lt;span id="xdx_90D_eus-gaap--EmployeeStockOwnershipPlanESOPCashContributionsToESOP_pp0p0_c20230629__20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLfsUTNj1yCf" title="Total employee participation amount"&gt;117,048&lt;/span&gt; for the six months ended June 30, 2023 and represented a purchase price of $&lt;span id="xdx_902_eus-gaap--SharePrice_iI_c20230630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zMAizoTlfIWg" title="Purchase price per share"&gt;1.79&lt;/span&gt; per share.
The purchase price for one share of Common Stock under the ESPP is equal to 85% of the fair market value of one share of Common Stock
on the first trading day of the offering period or the purchase date, whichever is lower (see below).&#160;For the three months ended
September 30, 2023, the Company has an accrued liability of $&lt;span id="xdx_90F_eus-gaap--AccruedLiabilitiesAndOtherLiabilities_iI_c20230930_zNQeEVQCdhRe" title="Accrued liability"&gt;72,801&lt;/span&gt; of employee contributions for the ESPP which may convert to shares
of common stock upon the close of the offering period open from July 1, 2023 to December 31, 2023.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;
The Company issued &lt;span id="xdx_904_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20230701__20230930__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zk6BHH8nmVhg" title="Stock issued for services , shares"&gt;7,910&lt;/span&gt; shares of common stock for payment of board fees to four directors for a value of $&lt;span id="xdx_902_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_pp0p0_c20230701__20230930__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zqrmZWLtzFGc" title="Stock issued for services, value"&gt;40,565&lt;/span&gt; for services to the
board which was expensed during the three months ended September 30, 2023. The value of the shares is based on the September 29, 2023
grant date quoted trading price of $&lt;span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardPerShareWeightedAveragePriceOfSharesPurchased_iI_c20230929__srt--TitleOfIndividualAxis__custom--FourDirectorsMember__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_z3uIyfAwIL3g" title="Weighted average price per share"&gt;5.13&lt;/span&gt;.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;











&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Employee Stock Purchase Plan&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In the fourth quarter of 2022, the board of directors
adopted an Employee Stock Purchase Plan (&#x201c;ESPP&#x201d;) which, was effective as of January 1, 2023 with a term of 10 years. The
ESPP allows eligible employees to purchase shares of the Company's common stock at a discounted price, through payroll deductions from
a minimum of 1% and up to 25% of their eligible compensation up to a maximum of $&lt;span id="xdx_909_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20221001__20221231_zlCbSmmMBtFg" title="Employee compensation"&gt;25,000&lt;/span&gt; or the IRS allowable limit per calendar year.
The Company&#x2019;s Chief Financial Officer administers the ESPP in conjunction with approvals from the Company&#x2019;s Compensation
Committee, including with respect to the frequency and duration of offering periods, the maximum number of shares that an eligible employee
may purchase during an offering period, and, subject to certain limitations set forth in the ESPP, the per-share purchase price. Currently,
the maximum number of shares that can be purchased by an eligible employee under the ESPP is 10,000 shares per offering period and there
are two six-month offering periods that begin in the first and third quarters of each fiscal year. The purchase price for one share of
Common Stock under the ESPP is currently equal to &lt;span id="xdx_90D_ecustom--FairMarketValuePercentage_dp_c20221001__20221231_zCbdmScjtKti" title="Fair market value percentage"&gt;85&lt;/span&gt;% of the fair market value of one share of Common Stock on the first trading day
of the offering period or the purchase date, whichever is lower (look-back feature). Although not required by the ESPP, all payroll deductions
received or held by the Company under the ESPP are segregated and deemed as &#x201c;restricted cash&#x201d; until the completion of the
offering period and redemption of the applicable shares and those withheld amounts are recorded as liabilities. The ESPP employee contribution
for the three months ended September 30, 2023 is 2% of total cash and is not deemed material, therefore it is not presented separately
on the Balance Sheet as &#x201c;restricted cash&#x201d;. The maximum aggregate number of shares of the Common Stock that may be issued
under the ESPP is &lt;span id="xdx_90A_eus-gaap--SharesIssued_iI_c20221231_zuxZLKk7G38d" title="Common stock issued"&gt;1,000,000&lt;/span&gt; shares.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Under ASC 718-50 &#x201c;Employee Share Purchase Plans&#x201d;
the plan is considered a compensatory plan and the compensation for each six-month offering period is computed based upon the grant date
fair value of the estimated shares to be purchased based on the estimated payroll deduction withholdings. The grant date fair value was
computed as the sum of (a) &lt;span id="xdx_909_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_z0TAJt7uG4Gf" title="Purchase discount, percentage"&gt;15&lt;/span&gt;% purchase discount off of the grant date quoted trading price of the Company&#x2019;s common stock and (b)
the fair value of the look-back feature of the Company&#x2019;s common stock on the grant date which consists of a call option on &lt;span id="xdx_90A_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--OptionIndexedToIssuersEquityTypeAxis__us-gaap--CallOptionMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_zVevHryBQnxf" title="Purchase discount, percentage"&gt;85&lt;/span&gt;% of
a share of common stock and a put option on &lt;span id="xdx_900_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardPurchasePriceOfCommonStockPercent_dp_c20230101__20230930__us-gaap--OptionIndexedToIssuersEquityTypeAxis__us-gaap--PutOptionMember__us-gaap--SubsidiarySaleOfStockAxis__custom--EmployeeStockPurchasePlanMember_zYLKue3yBX82" title="Purchase discount, percentage"&gt;15&lt;/span&gt;% of a share of common stock.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As of the three months ended September 30, 2023, the
Company has an accrued liability of $&lt;span id="xdx_90F_eus-gaap--AccruedLiabilitiesAndOtherLiabilities_iI_c20230930_z125cce7AXwf" title="Accrued liability"&gt;72,801&lt;/span&gt; of employee contributions for the ESPP which may convert to shares of common stock upon the
close of the offering period open from July 1, 2023 to December 31, 2023. The liability is offset by restricted cash held by the Company
in the same amount for employee contributions which the Company expects to convert to common stock upon closure of the offering period
at December 31, 2023. Additionally, the Company recorded a stock-based expense  associated with the ESPP for the three and nine
months ended September 30, 2023 of $&lt;span id="xdx_904_eus-gaap--AllocatedShareBasedCompensationExpense_c20230701__20230930_zd2vMqCIcni3" title="Stock-based compensation expense"&gt;32,728&lt;/span&gt; and $&lt;span id="xdx_90F_eus-gaap--AllocatedShareBasedCompensationExpense_c20230101__20230930_zbzNiXFRzHAi" title="Stock-based compensation expense"&gt;98,945&lt;/span&gt;, respectively.&lt;/p&gt;

&lt;p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;













&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company computed the fair value of the look-back
feature call and put options for January 1, 2023 to September 30, 2023 using a Black Scholes option pricing model using the following
assumptions:&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_898_eus-gaap--FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_zYMU81lsmUL9" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of black sholes option pricing model)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8BB_zF2E3IoaHYn4" style="display: none"&gt;Schedule of black scholes option pricing model&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; text-align: center"&gt;&lt;p style="margin-top: 0; margin-bottom: 0"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;At&lt;/b&gt;&lt;/span&gt;&lt;/p&gt;
                                                                               &lt;p style="margin-top: 0; margin-bottom: 0"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;September 30, 2023&lt;/b&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 77%; text-align: justify"&gt;Grant date share price&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 20%; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;span id="xdx_908_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zFZfzVqebYfe" title="Grant date share price"&gt;2.10&lt;/span&gt; - $&lt;span id="xdx_90F_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z9nuuJLJgQUd" title="Grant date share price"&gt;5.13&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Grant date exercise price&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;span id="xdx_907_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zluk2LhwRxQb" title="Grant date exercise price"&gt;1.79
&lt;/span&gt;&lt;/span&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;- $&lt;span id="xdx_909_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zNrEF5RvGnse" title="Grant date exercise price"&gt;4.36&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Expected term&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_908_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zASXUqvcmlX8" title="Expected term"&gt;0.25&lt;/span&gt; years - &lt;span id="xdx_90B_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zb0RVuNCLCVb" title="Expected term"&gt;0.5&lt;/span&gt; years&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Expected volatility&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_908_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zVUyj4NWojYg" title="Expected volatility"&gt;89.7&lt;/span&gt;% - &lt;span id="xdx_90E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zmChZVcVtC9e" title="Expected volatility"&gt;103.4&lt;/span&gt;%&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Risk-free rate&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_90B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_znSRDRXIDiOa" title="Risk-free rate"&gt;4.76&lt;/span&gt;% - &lt;span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zTYerQP93DQd" title="Risk-free rate"&gt;5.53&lt;/span&gt;%&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Expected dividend rate&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_dp_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0xoo6BtL7tf" title="Expected dividend rate"&gt;0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p id="xdx_8A1_zgBeK8aNpLjj" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;During the offer period, the Company records stock-based
compensation pro rata as expense and a credit to additional paid-in capital. The Company issued 65,561 common shares on the option exercise
date of June 30, 2023. The following table discloses relevant information for the ESPP at September 30, 2023 and for nine months then
ended.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock_zfJjL2zoPfQl" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of stock-based compensation)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8BD_zgspZ74ad0lk" style="display: none"&gt;Schedule of stock-based compensation&lt;/span&gt;&lt;span style="font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_49A_20230930_zh0Sz9BVnob4" style="text-align: center"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&lt;span style="font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&lt;span style="font-size: 8pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;At
    &lt;br/&gt;September 30, 2023&lt;/span&gt;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&lt;span style="font-size: 8pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_ecustom--CashPaymentReceivedFromEmployeeWithholdings_iI_znhRnuDOfao7" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 8pt Times New Roman, Times, Serif; width: 83%; text-align: left"&gt;&lt;span style="font-size: 10pt"&gt;Cash payment received
    from employee withholdings&lt;/span&gt;&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;&lt;td style="width: 14%; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;189,849&lt;/span&gt;&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp_iI_zA6kMacJjVhf" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 8pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;&lt;span style="font-size: 10pt"&gt;Cash
    from employee withholdings used to purchase shares under ESPP&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;(117,048&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_ecustom--CashAndEsppEmployeeWithholdingLiability_iI_zhpFbxsV7K9l" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 8pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 2.5pt"&gt;&lt;span style="font-size: 10pt"&gt;Cash
    and ESPP employee withholding liability&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;72,801&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;



&lt;p style="margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_498_20230101__20230930_zEqoGv0Ymhf5" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;For the Nine Months ended&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseEsppShares_zm9NRNKYm85j" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 83%; text-align: justify"&gt;Cash from employee withholdings used to purchase ESPP shares&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;117,048&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_eus-gaap--EmployeeBenefitsAndShareBasedCompensation_i_pp0p0" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Stock based compensation expense&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;98,945&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_ecustom--TotalChargesRelatedToEmployeeStockPurchasePlan_zvFkMwYnYru6" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Total increase to equity for nine months ended September 30, 2023&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;215,993&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p id="xdx_8A3_zvV6Txd7wfqc" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Stock-Based Compensation&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Stock-based compensation expense recognized under
ASC 718-10 for the nine months ended September 30, 2023 and 2022, was $&lt;span id="xdx_90B_eus-gaap--AllocatedShareBasedCompensationExpense_c20230101__20230930__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_pp0p0" title="Stock-based compensation expense"&gt;400,645&lt;/span&gt; and $&lt;span id="xdx_900_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20220101__20220930__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_zcWpcZ4cnPfi" title="Stock-based compensation expense"&gt;592,177&lt;/span&gt;, respectively, for stock options granted to
employees. This expense is included in selling, general and administrative expenses in the unaudited consolidated statements of operations.
Stock-based compensation expense recognized during the periods is based on the grant-date fair value of the portion of share-based payment
awards that are ultimately expected to vest during the period. At September 30, 2023, the total compensation cost for stock options not
yet recognized was $&lt;span id="xdx_908_ecustom--TotalCompensationCostForStockOptions_iI_pp0p0_c20230930_zFcjavBjtxeb" title="Total compensation cost"&gt;592,927&lt;/span&gt;. This cost will be recognized over the remaining vesting term of the options ranging from nine months to two
and one-half years.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&#160;&lt;/b&gt;&lt;/p&gt;











&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On May 12, 2021, the Board adopted, with shareholder
approval, the 2021 Equity Incentive Plan (the &#x201c;2021 Plan&#x201d;) providing for the issuance of up to &lt;span id="xdx_906_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20210511__20210512__us-gaap--PlanNameAxis__custom--Plan2021Member_zsCPKUQFPv45" title="Number of shares issued, shares"&gt;1,000,000&lt;/span&gt; shares of our common
stock. The purpose of the 2021 Plan is to assist the Company in attracting and retaining key employees, directors and consultants and
to provide incentives to such individuals to align their interests with those of our shareholders. During the third quarter of 2021,
the shareholders approved the issuance of up to one million shares or share equivalents pursuant to the 2021 Plan. The Company filed
an S-8 registration statement in concert with the 2021 Plan which was deemed effective on August 5, 2021. The plan covers a period of
ten years.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On January 1, 2022, the Company awarded certain
senior management and key employees non-qualified stock options under the 2021 Plan.&#160; Specifically, a total of &lt;span id="xdx_90C_ecustom--OptionsToPurchaseSharesOfCommonStock_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zPw7PIKvEt0h" title="Options to purchase shares of common stock"&gt;665,000&lt;/span&gt;
options were awarded by the Company&#x2019;s Compensation Committee and approved by the Board, with a strike price of $&lt;span id="xdx_900_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_iI_c20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z8BTnWC5RIBg" title="Strike price"&gt;6.41&lt;/span&gt;
per share, a five-year term and vesting equally over a three-year period.&#160; The options serve as a retention tool and contain
key provisions that the holder must remain in good standing with the Company. The options were valued on the grant date at $&lt;span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_iI_c20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z7nkafEUbipe" title="Shares available for grant"&gt;1,596,804&lt;/span&gt;
using a Black-Scholes model with the following assumptions: (1) expected term of &lt;span id="xdx_909_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zz6WevdEDRoe" title="Expected term"&gt;3.0&lt;/span&gt;
years using the simplified method, (2) expected volatility rate of &lt;span id="xdx_900_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z5CSpi3jhsR" title="Expected volatility"&gt;72&lt;/span&gt;%
based on historical volatility, (3) dividend yield of zero, and (4) a discount rate of &lt;span id="xdx_903_eus-gaap--SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_dp_c20211230__20220102__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_z6ZBGLBM5Jpc" title="Discount rate"&gt;0.97&lt;/span&gt;%.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On April 1, 2023, the Board granted to certain key
employees an aggregate of &lt;span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zzSrOpugYLkc" title="Non-qualified stock options, granted"&gt;353,117&lt;/span&gt; non-qualified stock options with a strike price of $&lt;span id="xdx_909_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_c20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Strike price"&gt;4.22&lt;/span&gt;, a term of 5-years and 3-year vesting period.
The options were granted prior to the certificates being issued subject to a pending modification of specific language contained within
the option agreement pertaining to certain rights of the holder in the event of a merger or acquisition. The specific language was approved
by the shareholders on May 17, 2023 after which the option certificates were issued with the modified language. The specific language
had no bearing on the grant date nor on the valuation. Following the approval by the shareholders but prior to issuance of the certificates,
one holder resigned from the Company and forfeited &lt;span id="xdx_90B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Non-qualified stock options, forfeited"&gt;60,000&lt;/span&gt; unvested options leading to a net issuance during the quarter of &lt;span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber_c20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pdd" title="Non-qualified stock options, net issuance"&gt;293,117&lt;/span&gt; non-qualified
stock options. The Company expects to take a charge of $&lt;span id="xdx_905_eus-gaap--ShareBasedCompensation_c20230328__20230402__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_pp0p0" title="Non-qualified stock options, charge"&gt;567,569&lt;/span&gt; during the vesting period.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On July 1, 2023, the Company awarded &lt;span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230628__20230702__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_ziswJuPSXUG" title="Non-qualified stock options, granted"&gt;50,000&lt;/span&gt; non-qualified
stock options for a new employee, subject to final board approval, which have a 5-year term and a 3-year vesting period.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&lt;span style="font-size: 8pt"&gt;&#160;&#160;&lt;/span&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;On
August 30, 2023, the Company awarded &lt;span id="xdx_90E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod_c20230829__20230830__us-gaap--AwardTypeAxis__custom--NonQualifiedStockOptionsMember_zobfmGdcAtpi" title="Non-qualified stock options, granted"&gt;70,000&lt;/span&gt; non-qualified stock options for a new employee, subject to final board approval, which have
a 5-year term and a 3-year vesting period.&lt;/span&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;As of September 30, 2023, and December 31, 2022, options
to purchase a total of &lt;span id="xdx_902_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zgvkaSr9kyJ7" title="Number of incentive stock options"&gt;1,217,775&lt;/span&gt; (net of forfeitures discussed below) shares of common stock and &lt;span id="xdx_908_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zoWLDWHryZoc" title="Number of incentive stock options"&gt;926,266&lt;/span&gt; shares of common stock were outstanding,
respectively. At September 30, 2023, &lt;span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z4nkrDkKYiwg" title="Number of incentive stock options"&gt;581,325&lt;/span&gt; options were exercisable. Of the total options issued, &lt;span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--Plan2016Member_pdd" title="Number of incentive stock options"&gt;269,658&lt;/span&gt; and &lt;span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--Plan2016Member_pdd" title="Number of incentive stock options"&gt;271,266&lt;/span&gt; options were outstanding
under the 2016 Equity Incentive Plan, &lt;span id="xdx_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of incentive stock options"&gt;882,636&lt;/span&gt; and &lt;span id="xdx_903_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of incentive stock options"&gt;495,000&lt;/span&gt; were outstanding under the 2021 Plan and a further &lt;span id="xdx_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20230930__us-gaap--PlanNameAxis__custom--NonPlanMember_pdd" title="Number of incentive stock options"&gt;160,000&lt;/span&gt; and &lt;span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20221231__us-gaap--PlanNameAxis__custom--NonPlanMember_pdd" title="Number of incentive stock options"&gt;160,000&lt;/span&gt; non-plan
options to purchase common stock were outstanding as of September 30, 2023 and December 31, 2022, respectively. The non-plan options were
granted to four executives as hiring incentives, including the Company&#x2019;s CEO in the fourth quarter of 2020.&lt;/p&gt;


&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;











&lt;table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_zXg6g4TaNOCd" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of options activity)"&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span id="xdx_8B3_zJZnGAtObNN6" style="display: none"&gt;Schedule of stock option issuance of shares&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
&lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Weighted&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Remaining&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Aggregate&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Number of&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Exercise&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Contractual&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Intrinsic&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Options&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Price&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Term (Years)&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Value&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; width: 47%; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at December 31, 2021&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zTEW8DB2L22j" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Outstanding beginning balance"&gt;431,266&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iS_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zKclJt46qbrj" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Weighted average exercise price,  Outstanding beginning balance"&gt;4.98&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"&gt;&lt;span id="xdx_909_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zvsYs7XgeMU6" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;3.4&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iS_d0_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zsX6wYtRbTjc" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Granted&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zwgAgcS9NYDl" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Granted"&gt;685,000&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zn6T7RJVAeNf" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Granted"&gt;6.41&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90E_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zg4qroWNCq1k" title="Weighted average remaining contractual term (Years), Granted"&gt;4.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Forfeited&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zmVLdXXmNile" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Forfeited"&gt;(190,000&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zYTmfLKqnLJl" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Forfeited"&gt;6.41&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at December 31, 2022&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z7V2pefDVE86" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance"&gt;926,266&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iE_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zFt03TikoACb" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding ending balance"&gt;5.74&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_904_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zqkqyRF29lJg" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;3.3&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iE_d0_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zRy0SRLw1UR5" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Exercisable at December 31, 2022&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zGk9Yfn7tKle" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercisable"&gt;404,599&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zbdjT5YXBte3" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;5.02&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_901_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zp7DMRd18Cv1" title="Weighted average remaining contractual term (Years), Exercisable"&gt;3.3&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="vertical-align: top; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at December 31, 2022&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0KH9DvwNfhg" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding beginning balance"&gt;926,266&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ7hR76zcn62" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding beginning balance"&gt;5.74&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90D_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ2QtedisLz2" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;3.3&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iS_d0_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zu6jHXIoexe9" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Granted&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z2HR3Mu7aDsd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Granted"&gt;353,117&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zlyMyVFEcyHe" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Granted"&gt;4.22&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_900_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zdtRKFA1mOqh" title="Weighted average remaining contractual term (Years), Granted"&gt;4.5&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Exercised/Forfeited/Expired&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zHVP6wcIrAJb" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercised/Forfeited/Expired"&gt;(61,608&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zc1bSqEB9xV" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercised/forfeited/expired"&gt;4.48&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at September 30, 2023&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zXz092nYMGd6" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance"&gt;1,217,775&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iE_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLTbrFKHmmW8" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding ending balance"&gt;5.37&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zCPsh31TVzGi" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;3.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iE_d0_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0vZXRhFF46d" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Exercisable at September 30, 2023&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zUQotbmMWN97" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercisable"&gt;581,325&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLpslA6xzgNf" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;5.38&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_902_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z7IiOvDeePY8" title="Weighted average remaining contractual term (Years), Exercisable"&gt;2.1&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p id="xdx_8AB_zWUQfR3Nouzd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;

&lt;p style="font: 11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span style="font-size: 10pt"&gt;&lt;/span&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;span style="text-decoration: underline"&gt;Warrants&lt;/span&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_89D_eus-gaap--ScheduleOfStockholdersEquityNoteWarrantsOrRightsTextBlock_zq9c9MYtc1Oe" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of activity of warrants)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;span id="xdx_8B7_zOhFVN1UQOL6" style="display: none"&gt;Schedule of warrants outstanding&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Weighted&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Weighted&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Remaining&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Aggregate&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Number of&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Exercise&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Contractual&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Intrinsic&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Warrants&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Price&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Term (Years)&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Value&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 48%"&gt;Outstanding at December 31, 2021&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_pdp0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zuesbPi38RY" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Outstanding beginning balance"&gt;1,376,466&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iS_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z3baBOGLLH96" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Weighted average exercise price, Outstanding beginning balance"&gt;8.18&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"&gt;&lt;span id="xdx_903_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20210101__20211231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zFvtO9LHTTh3" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;1.9&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iS_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zrkR7ueeN4Jk" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Warrants expired, forfeited, cancelled or exercised&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z3clOfAi2cKd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised"&gt;(1,228,875&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_ecustom--WarrantsExpiredForfeitedCancelledOrExercised_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zJCwqJHxZwUd" style="text-align: right" title="Weighted average exercise price, Warrants expired, forfeited, cancelled or exercised"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Warrants issued&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ConversionOfStockSharesIssued1_pdp0_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zmEd00Js87A2" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsjqc0nxl326" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Outstanding at December 31, 2022&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_pdp0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zouDDBZxXw8f" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance"&gt;147,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iE_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zIgmVSAGUiq9" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Outstanding ending balance"&gt;8.63&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90F_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zeesqXPevDXe" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;0.8&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iE_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zxtWrBiAmExb" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Exercisable at December 31, 2022&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_pdp0_c20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z7jeu3xVA4xi" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Exercisable"&gt;147,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zPD2QAgSZyC4" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;8.63&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_902_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zwaMMuXgTavi" title="Weighted average remaining contractual term (Years), Exercisable"&gt;0.8&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1_iI_d0_c20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zexjuHBiJMK4" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Exercisable"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;Outstanding at December 31, 2022&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_pdp0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z8aQYK7h2uNh" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding beginning balance"&gt;147,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iS_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zpqt0Cz84AIl" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Outstanding beginning balance"&gt;8.63&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zMbybg2a32Qk" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;0.8&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iS_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zVqtahIECEt6" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Warrants expired, forfeited, cancelled or exercised&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zQonCh00SBe3" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised"&gt;(67,500&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_ecustom--WarrantsExpiredForfeitedCancelledOrExercised_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zMoVqZlMbWJb" style="text-align: right" title="Weighted average exercise price, Warrants expired, forfeited, cancelled or exercised"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Warrants issued&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--ConversionOfStockSharesIssued1_pdp0_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zoFlTiqd1ePk" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsft9Dfil0Mi" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Outstanding at September 30, 2023&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
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    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90C_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zndijr23kn5b" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;0.6&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iE_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z0QruBml9609" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Exercisable at September 30, 2023&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_pdp0_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z6Dv1065KTk7" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Exercisable"&gt;80,091&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zGX1zUvGTSw1" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;8.53&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_905_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zM2omMmG5VBj" title="Weighted average remaining contractual term (Years), Exercisable"&gt;0.6&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1_iI_d0_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zh6GmJrgXK9h" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Exercisable"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
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&lt;p id="xdx_8AC_zwcJNpiMS6qg" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;















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    <us-gaap:FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_898_eus-gaap--FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisValuationTechniquesTableTextBlock_zYMU81lsmUL9" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of black sholes option pricing model)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8BB_zF2E3IoaHYn4" style="display: none"&gt;Schedule of black scholes option pricing model&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; text-align: center"&gt;&lt;p style="margin-top: 0; margin-bottom: 0"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;At&lt;/b&gt;&lt;/span&gt;&lt;/p&gt;
                                                                               &lt;p style="margin-top: 0; margin-bottom: 0"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;September 30, 2023&lt;/b&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 77%; text-align: justify"&gt;Grant date share price&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 20%; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;span id="xdx_908_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zFZfzVqebYfe" title="Grant date share price"&gt;2.10&lt;/span&gt; - $&lt;span id="xdx_90F_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsSharePrice_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z9nuuJLJgQUd" title="Grant date share price"&gt;5.13&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Grant date exercise price&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;span id="xdx_907_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zluk2LhwRxQb" title="Grant date exercise price"&gt;1.79
&lt;/span&gt;&lt;/span&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;- $&lt;span id="xdx_909_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentsAwardFairValueAssumptionsExercisePrice_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zNrEF5RvGnse" title="Grant date exercise price"&gt;4.36&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Expected term&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_908_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zASXUqvcmlX8" title="Expected term"&gt;0.25&lt;/span&gt; years - &lt;span id="xdx_90B_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zb0RVuNCLCVb" title="Expected term"&gt;0.5&lt;/span&gt; years&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Expected volatility&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_908_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zVUyj4NWojYg" title="Expected volatility"&gt;89.7&lt;/span&gt;% - &lt;span id="xdx_90E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zmChZVcVtC9e" title="Expected volatility"&gt;103.4&lt;/span&gt;%&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Risk-free rate&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&lt;span id="xdx_90B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MinimumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_znSRDRXIDiOa" title="Risk-free rate"&gt;4.76&lt;/span&gt;% - &lt;span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsRiskFreeInterestRate_dp_c20230101__20230930__srt--RangeAxis__srt--MaximumMember__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zTYerQP93DQd" title="Risk-free rate"&gt;5.53&lt;/span&gt;%&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Expected dividend rate&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedDividendRate_dp_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0xoo6BtL7tf" title="Expected dividend rate"&gt;0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

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  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8BD_zgspZ74ad0lk" style="display: none"&gt;Schedule of stock-based compensation&lt;/span&gt;&lt;span style="font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_49A_20230930_zh0Sz9BVnob4" style="text-align: center"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
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    &lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&lt;span style="font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&lt;span style="font-size: 8pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 8pt"&gt;At
    &lt;br/&gt;September 30, 2023&lt;/span&gt;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&lt;span style="font-size: 8pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_ecustom--CashPaymentReceivedFromEmployeeWithholdings_iI_znhRnuDOfao7" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 8pt Times New Roman, Times, Serif; width: 83%; text-align: left"&gt;&lt;span style="font-size: 10pt"&gt;Cash payment received
    from employee withholdings&lt;/span&gt;&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;&lt;td style="width: 14%; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;189,849&lt;/span&gt;&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp_iI_zA6kMacJjVhf" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 8pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;&lt;span style="font-size: 10pt"&gt;Cash
    from employee withholdings used to purchase shares under ESPP&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;&#160;&lt;/span&gt;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;(117,048&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_ecustom--CashAndEsppEmployeeWithholdingLiability_iI_zhpFbxsV7K9l" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 8pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 2.5pt"&gt;&lt;span style="font-size: 10pt"&gt;Cash
    and ESPP employee withholding liability&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;$&lt;/span&gt;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;72,801&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;



&lt;p style="margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_498_20230101__20230930_zEqoGv0Ymhf5" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;For the Nine Months ended&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_ecustom--CashFromEmployeeWithholdingsUsedToPurchaseEsppShares_zm9NRNKYm85j" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 83%; text-align: justify"&gt;Cash from employee withholdings used to purchase ESPP shares&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;117,048&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_eus-gaap--EmployeeBenefitsAndShareBasedCompensation_i_pp0p0" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Stock based compensation expense&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;98,945&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_ecustom--TotalChargesRelatedToEmployeeStockPurchasePlan_zvFkMwYnYru6" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Total increase to equity for nine months ended September 30, 2023&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;215,993&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

</us-gaap:ScheduleOfShareBasedCompensationEmployeeStockPurchasePlanActivityTableTextBlock>
    <duot:CashPaymentReceivedFromEmployeeWithholdings contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">189849</duot:CashPaymentReceivedFromEmployeeWithholdings>
    <duot:CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">-117048</duot:CashFromEmployeeWithholdingsUsedToPurchaseSharesUnderEspp>
    <duot:CashAndEsppEmployeeWithholdingLiability contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">72801</duot:CashAndEsppEmployeeWithholdingLiability>
    <duot:CashFromEmployeeWithholdingsUsedToPurchaseEsppShares
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">117048</duot:CashFromEmployeeWithholdingsUsedToPurchaseEsppShares>
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      contextRef="From2023-01-01to2023-09-30"
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      unitRef="USD">98945</us-gaap:EmployeeBenefitsAndShareBasedCompensation>
    <duot:TotalChargesRelatedToEmployeeStockPurchasePlan
      contextRef="From2023-01-01to2023-09-30"
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      unitRef="USD">215993</duot:TotalChargesRelatedToEmployeeStockPurchasePlan>
    <us-gaap:AllocatedShareBasedCompensationExpense
      contextRef="From2023-01-012023-09-30_custom_EmployeesAndDirectorsMember"
      decimals="0"
      unitRef="USD">400645</us-gaap:AllocatedShareBasedCompensationExpense>
    <us-gaap:AllocatedShareBasedCompensationExpense
      contextRef="From2022-01-012022-09-30_custom_EmployeesAndDirectorsMember"
      decimals="0"
      unitRef="USD">592177</us-gaap:AllocatedShareBasedCompensationExpense>
    <duot:TotalCompensationCostForStockOptions contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">592927</duot:TotalCompensationCostForStockOptions>
    <us-gaap:StockIssuedDuringPeriodSharesNewIssues
      contextRef="From2021-05-112021-05-12_custom_Plan2021Member"
      decimals="INF"
      unitRef="Shares">1000000</us-gaap:StockIssuedDuringPeriodSharesNewIssues>
    <duot:OptionsToPurchaseSharesOfCommonStock
      contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="Shares">665000</duot:OptionsToPurchaseSharesOfCommonStock>
    <us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1
      contextRef="AsOf2022-01-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="USDPShares">6.41</us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant
      contextRef="AsOf2022-01-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="Shares">1596804</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant>
    <us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1 contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember">P3Y</us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate
      contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="Pure">0.72</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate>
    <us-gaap:SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent
      contextRef="From2021-12-302022-01-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="Pure">0.0097</us-gaap:SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod
      contextRef="From2023-03-282023-04-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="Shares">353117</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod>
    <us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1
      contextRef="AsOf2023-04-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="USDPShares">4.22</us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod
      contextRef="From2023-03-282023-04-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="Shares">60000</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsForfeitedInPeriod>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber
      contextRef="AsOf2023-04-02_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
      unitRef="Shares">293117</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedNumber>
    <us-gaap:ShareBasedCompensation
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      decimals="0"
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    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod
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    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsGrantsInPeriod
      contextRef="From2023-08-292023-08-30_custom_NonQualifiedStockOptionsMember"
      decimals="INF"
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    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber
      contextRef="AsOf2023-09-30_us-gaap_EmployeeStockOptionMember"
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      contextRef="AsOf2022-12-31_us-gaap_EmployeeStockOptionMember"
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      unitRef="Shares">926266</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber>
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      contextRef="AsOf2023-09-30_custom_Plan2016Member"
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      contextRef="AsOf2022-12-31_custom_Plan2016Member"
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    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber
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      unitRef="Shares">495000</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber
      contextRef="AsOf2023-09-30_custom_NonPlanMember"
      decimals="INF"
      unitRef="Shares">160000</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber
      contextRef="AsOf2022-12-31_custom_NonPlanMember"
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    <us-gaap:ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_89C_eus-gaap--ScheduleOfShareBasedCompensationStockOptionsActivityTableTextBlock_zXg6g4TaNOCd" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - STOCKHOLDERS' EQUITY (Details - Schedule of options activity)"&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span id="xdx_8B3_zJZnGAtObNN6" style="display: none"&gt;Schedule of stock option issuance of shares&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
&lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Weighted&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Remaining&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Aggregate&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Number of&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Exercise&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Contractual&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Intrinsic&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: left; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Options&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Price&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Term (Years)&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Value&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; width: 47%; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at December 31, 2021&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zTEW8DB2L22j" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Outstanding beginning balance"&gt;431,266&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iS_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zKclJt46qbrj" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Weighted average exercise price,  Outstanding beginning balance"&gt;4.98&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"&gt;&lt;span id="xdx_909_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zvsYs7XgeMU6" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;3.4&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iS_d0_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zsX6wYtRbTjc" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Granted&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zwgAgcS9NYDl" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Granted"&gt;685,000&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zn6T7RJVAeNf" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Granted"&gt;6.41&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90E_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zg4qroWNCq1k" title="Weighted average remaining contractual term (Years), Granted"&gt;4.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Forfeited&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zmVLdXXmNile" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Forfeited"&gt;(190,000&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zYTmfLKqnLJl" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Forfeited"&gt;6.41&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at December 31, 2022&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z7V2pefDVE86" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance"&gt;926,266&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iE_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zFt03TikoACb" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding ending balance"&gt;5.74&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_904_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zqkqyRF29lJg" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;3.3&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iE_d0_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zRy0SRLw1UR5" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Exercisable at December 31, 2022&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zGk9Yfn7tKle" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercisable"&gt;404,599&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zbdjT5YXBte3" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;5.02&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_901_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zp7DMRd18Cv1" title="Weighted average remaining contractual term (Years), Exercisable"&gt;3.3&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="vertical-align: top; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at December 31, 2022&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0KH9DvwNfhg" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding beginning balance"&gt;926,266&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iS_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ7hR76zcn62" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding beginning balance"&gt;5.74&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90D_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zQ2QtedisLz2" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;3.3&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iS_d0_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zu6jHXIoexe9" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Granted&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodGross_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z2HR3Mu7aDsd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Granted"&gt;353,117&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--ShareBasedCompensationArrangementsByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zlyMyVFEcyHe" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Granted"&gt;4.22&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_900_ecustom--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsGrantedWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zdtRKFA1mOqh" title="Weighted average remaining contractual term (Years), Granted"&gt;4.5&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
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    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_iN_di_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zHVP6wcIrAJb" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercised/Forfeited/Expired"&gt;(61,608&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresAndExpirationsInPeriodWeightedAverageExercisePrice_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zc1bSqEB9xV" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercised/forfeited/expired"&gt;4.48&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Outstanding at September 30, 2023&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zXz092nYMGd6" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance"&gt;1,217,775&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingWeightedAverageExercisePrice_iE_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLTbrFKHmmW8" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price,  Outstanding ending balance"&gt;5.37&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zCPsh31TVzGi" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;3.0&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingIntrinsicValue_iE_d0_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z0vZXRhFF46d" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; vertical-align: top; text-align: left"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Exercisable at September 30, 2023&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zUQotbmMWN97" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of options, Exercisable"&gt;581,325&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_zLpslA6xzgNf" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;5.38&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_902_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_z7IiOvDeePY8" title="Weighted average remaining contractual term (Years), Exercisable"&gt;2.1&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

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  &lt;tr style="vertical-align: bottom"&gt;
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    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
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    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
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    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Weighted&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Average&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Remaining&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Aggregate&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Number of&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Exercise&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Contractual&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Intrinsic&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Warrants&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Price&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Term (Years)&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Value&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 48%"&gt;Outstanding at December 31, 2021&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_pdp0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zuesbPi38RY" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Outstanding beginning balance"&gt;1,376,466&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iS_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z3baBOGLLH96" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Weighted average exercise price, Outstanding beginning balance"&gt;8.18&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right"&gt;&lt;span id="xdx_903_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20210101__20211231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zFvtO9LHTTh3" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;1.9&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iS_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zrkR7ueeN4Jk" style="font: 10pt Times New Roman, Times, Serif; width: 10%; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Warrants expired, forfeited, cancelled or exercised&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z3clOfAi2cKd" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised"&gt;(1,228,875&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_ecustom--WarrantsExpiredForfeitedCancelledOrExercised_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zJCwqJHxZwUd" style="text-align: right" title="Weighted average exercise price, Warrants expired, forfeited, cancelled or exercised"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Warrants issued&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ConversionOfStockSharesIssued1_pdp0_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zmEd00Js87A2" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsjqc0nxl326" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Outstanding at December 31, 2022&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_pdp0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zouDDBZxXw8f" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance"&gt;147,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iE_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zIgmVSAGUiq9" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Outstanding ending balance"&gt;8.63&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90F_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zeesqXPevDXe" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;0.8&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iE_d0_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zxtWrBiAmExb" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Exercisable at December 31, 2022&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_pdp0_c20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z7jeu3xVA4xi" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Exercisable"&gt;147,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zPD2QAgSZyC4" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;8.63&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_902_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zwaMMuXgTavi" title="Weighted average remaining contractual term (Years), Exercisable"&gt;0.8&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1_iI_d0_c20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zexjuHBiJMK4" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Exercisable"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;Outstanding at December 31, 2022&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iS_pdp0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z8aQYK7h2uNh" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding beginning balance"&gt;147,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iS_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zpqt0Cz84AIl" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Outstanding beginning balance"&gt;8.63&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20220101__20221231__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zMbybg2a32Qk" title="Weighted average remaining contractual term (Years), Outstanding beginning balance"&gt;0.8&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iS_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zVqtahIECEt6" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding beginning balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Warrants expired, forfeited, cancelled or exercised&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExpirationsInPeriod_iN_pdp0_di_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zQonCh00SBe3" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants expired, forfeited, cancelled or exercised"&gt;(67,500&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_ecustom--WarrantsExpiredForfeitedCancelledOrExercised_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zMoVqZlMbWJb" style="text-align: right" title="Weighted average exercise price, Warrants expired, forfeited, cancelled or exercised"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Warrants issued&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--ConversionOfStockSharesIssued1_pdp0_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zoFlTiqd1ePk" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_ecustom--WarrantsExchangedForCommonStockWeightedAverageExercisePrice_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zsft9Dfil0Mi" style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Warrants issued"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Outstanding at September 30, 2023&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iE_pdp0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zUNzIUaM4Ey7" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Outstanding ending balance"&gt;80,091&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_ecustom--ShareBasedCompensationArrangementByShareBasedPaymentWarrantOutstandingWeightedAverageExercisePrice_iE_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zBQzy9ZbgX5j" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Outstanding ending balance"&gt;8.53&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_90C_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsOutstandingWeightedAverageRemainingContractualTerm2_dtY_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zndijr23kn5b" title="Weighted average remaining contractual term (Years), Outstanding ending balance"&gt;0.6&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsNonvestedIntrinsicValue_iE_d0_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z0QruBml9609" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Outstanding ending balance"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;Exercisable at September 30, 2023&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableNumber_iI_pdp0_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_z6Dv1065KTk7" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Number of warrants, Exercisable"&gt;80,091&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsExercisableWeightedAverageExercisePrice_iI_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zGX1zUvGTSw1" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Weighted average exercise price, Exercisable"&gt;8.53&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;&lt;span id="xdx_905_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableWeightedAverageRemainingContractualTerm1_dtY_c20230101__20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zM2omMmG5VBj" title="Weighted average remaining contractual term (Years), Exercisable"&gt;0.6&lt;/span&gt;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsExercisableIntrinsicValue1_iI_d0_c20230930__us-gaap--StatementEquityComponentsAxis__us-gaap--WarrantMember_zh6GmJrgXK9h" style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right" title="Aggregate intrinsic value, Exercisable"&gt;&#x2014;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

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    <us-gaap:RevenueFromContractWithCustomerTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_80B_eus-gaap--RevenueFromContractWithCustomerTextBlock_zurqxtC6Sqjg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 6 - &lt;span id="xdx_827_zHKxLXYgxq16"&gt;REVENUE AND CONTRACT ACCOUNTING&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Revenue Recognition and Contract Accounting&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company generates revenue from four sources: (1)
Technology Systems; (2) AI Technology which is included in the consolidated statements of operations line-item Technology Systems; (3)
Technical Support; and (4) Consulting Services which is included in the consolidated statements of operations line-item Services and Consulting.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Contract assets and contract liabilities on uncompleted
contracts for revenues recognized over time are as follows:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Contract Assets&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Contract assets on uncompleted contracts represent
cumulative revenues recognized in excess of billings and/or cash received on uncompleted contracts accounted for under the cost-to-cost
input method, which recognizes revenue based on the ratio of cost incurred to total estimated costs.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 0.5in"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2023 and December 31, 2022, contract
assets on uncompleted contracts consisted of the following:&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_892_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_za3qEV3NUMb6" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract assets)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B4_zw3xbE4pYnBk" style="display: none"&gt;Schedule of contract assets on uncompleted contracts&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_498_20230930_z9oGTnokv4ni" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_499_20221231_z8aCtssb3Ra8" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;December 31,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_405_ecustom--CostsAndEstimatedEarningsRecognized_iI_ztLIWGLyEiVf" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify"&gt;Cumulative revenues recognized&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;8,594,322&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;5,934,205&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_ecustom--BillingsOrCashReceived_iNI_di_zL1KUjTKV5ud" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Less: Billings or cash received&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(7,247,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(5,508,483&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_eus-gaap--ContractWithCustomerAssetNetCurrent_iI_zmPhITG4G4Ib" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Contract assets&lt;/td&gt;&lt;td style="font-family: Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-family: Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-family: Times New Roman, Times, Serif; text-align: right"&gt;1,346,731&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-family: Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;425,722&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p id="xdx_8A9_zQHl6LyUpCTk" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;











&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;Contract Liabilities&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Contract liabilities on uncompleted contracts represent
billings and/or cash received that exceed cumulative revenues recognized on uncompleted contracts accounted for under the cost-to-cost
input method, which recognizes revenues based on the ratio of the cost incurred to total estimated costs.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Contract liabilities on services and consulting revenues
represent billings and/or cash received in excess of revenue recognized on service agreements that are not accounted for under the cost-to-cost
input method.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At September 30, 2023 and December 31, 2022, contract
liabilities on uncompleted contracts and contract liabilities on services and consulting consisted of the following:&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_898_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_zO01wOfzZfq3" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract liabilities)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B2_zLZeJOakXYt7" style="display: none"&gt;Schedule of contract liabilities on uncompleted contracts&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_49F_20230930_zW800lx2Ul8k" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_491_20221231_zwryQjS8oqgc" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30, &lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;December 31,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_zVncIqR9KXtb" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify"&gt;Billings and/or cash receipts on uncompleted contracts&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;972,908&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;4,355,470&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_ecustom--CostAndEstimatedEarningsRecognized_iNI_di_znDJ2c6KTMO3" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Less: Cumulative revenues recognized&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(199,976&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(4,144,018&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_ecustom--ContractLiabilitiesTechnologiesSystems_iI_ztsteNOO69Ne" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Contract liabilities, technology systems&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;772,932&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;211,452&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_ecustom--ContractLiabilitiesServicesAndConsulting_iI_zdNdP0xqdJfg" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Contract liabilities, services and consulting&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;815,996&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;746,545&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_404_eus-gaap--ContractWithCustomerLiability_iI_zniatBagVkok" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Total contract liabilities&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;1,588,928&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;957,997&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p id="xdx_8A7_z7JmKxW3Odi7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Contract liabilities at December 31, 2022 were $&lt;span id="xdx_908_eus-gaap--ContractWithCustomerLiabilityCurrent_iI_pp0p0_c20221231_zkpB5LnKq496" title="Contract liabilities"&gt;957,997&lt;/span&gt;;
of which $&lt;span id="xdx_90A_ecustom--ContractLiabilitiesTechnologiesSystems_iI_pp0p0_c20221231_zE0bgmZP0Wwf" title="Technology systems"&gt;211,452&lt;/span&gt; for technology systems and $&lt;span id="xdx_906_ecustom--ConsultingRecognized_pp0p0_c20230101__20230930_zVDtJ7r6ZHc6" title="Consulting recognized"&gt;636,822&lt;/span&gt; in services and consulting have been recognized as of September 30, 2023.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company expects to recognize all contract liabilities
within 12 months from the respective consolidated balance sheet date.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;







&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;Disaggregation of Revenue &lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company is following the guidance of ASC 606-10-55-296
and 297 for disaggregation of revenue. Accordingly, revenue has been disaggregated according to the nature, amount, timing and uncertainty
of revenue and cash flows. We are providing qualitative and quantitative disclosures.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;Qualitative:&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;1.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;We have four distinct revenue sources:&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 72px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;a.&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Technology Systems (Turnkey, engineered projects);&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 72px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;b.&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;AI Technology (Associated maintenance and support services);&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 72px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;c.&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Technical Support (Licensing and professional services related to auditing of data center assets); and&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 72px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;d.&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Consulting Services (Predetermined algorithms to provide important operating information to the users of our systems).&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;2.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;We currently operate in North America including the USA, Mexico and Canada.&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;3.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Our customers include rail transportation, commercial, government, banking and IT suppliers.&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;4.&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Our services &amp;amp; maintenance contracts are fixed price and fall into two duration types:&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 72px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;a.&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Turnkey engineered projects and professional service contracts that are less than one year in duration and are typically one to two quarters in length; and&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 72px"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 24px"&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;b.&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Times New Roman, Times, Serif; font-size: 10pt"&gt;Maintenance and support contracts ranging from one to five years in length.&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 0.5in; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;















&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;Quantitative:&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;For the Three Months Ended September 30, 2023&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--DisaggregationOfRevenueTableTextBlock_ziToqrWSWle7" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details -Disaggregated revenue)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B7_zMnqqPCzhFB7" style="display: none"&gt;Schedule of disaggregation of revenue&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;1,333,556&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1931"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;1,530,923&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1939"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1941"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1943"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;627,707&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1951"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1953"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;646,927&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1957"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1959"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1961"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,333,556&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1971"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,530,923&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1979"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1981"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1983"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;627,707&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1991"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;825,074&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_z4DZuPtEH1ue" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,333,556&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zQvfA3rSCrPb" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pdp0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_znueuPOV8vO1" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2001"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zURlOPLczH06" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930_ztx5fnATZdK5" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,530,923&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;











&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;For the Three Months Ended September 30, 2022&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;3,765,312&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;23,245&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;200,860&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;4,022,238&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,689,393&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2022"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,024&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2026"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,692,417&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,075,919&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;183,378&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,312,339&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2040"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2042"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2044"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,765,312&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;23,245&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;200,860&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;4,022,238&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,689,393&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2062"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,024&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2066"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,692,417&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2070"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2072"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2074"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;532,250&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;183,378&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;768,670&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Services delivered at point in time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_z3c5V48kVR7b" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;543,669&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zIA7A399dXre" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2092"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zUEDU0hGNp29" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2094"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_z3RXfuYBW5s" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2096"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_z4aS0JSfnuJl" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;543,669&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_zCG3GdQC06Jg" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,765,312&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zZfXEiqgcS29" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_z8hwGI45Dxng" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;23,245&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zd7wF4ABDNz5" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;200,860&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930_zB51AfcsIQvc" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;4,022,238&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;For the Nine Months Ended September 30, 2023&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;5,247,291&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;90,432&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;5,945,270&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,390,555&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;13,552&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2124"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2126"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,404,107&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,856,736&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,880&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2136"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,944,969&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2140"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2142"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2144"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,247,291&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;90,432&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,945,270&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,390,555&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;13,552&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2164"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2166"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,404,107&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,856,736&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,880&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,541,163&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_zfpxgkZGO7j4" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,247,291&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zasZ8vZKG55d" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;90,432&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_zbjEFooJxJlf" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zOsguLG4SZpk" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930_zRxMFDmm41w" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,945,270&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;





&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;For the Nine Months Ended September 30, 2022&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;8,087,759&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;76,818&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;214,124&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;699,995&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;9,078,696&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,885,477&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;153,462&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2208"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;6,038,441&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,202,282&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;77,316&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;60,662&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;465,223&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,805,483&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2222"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2224"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2226"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;8,087,759&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,818&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;214,124&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;699,995&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;9,078,696&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,885,477&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;153,462&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2248"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;6,038,441&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2252"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2254"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2256"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,545,578&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;77,316&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;60,662&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;465,223&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,148,779&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Services delivered at point in time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pdp0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zSxuERR2SdX7" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;656,704&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pdp0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zX0VSfzUODH3" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2274"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pdp0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zaRJI8CRdlX2" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2276"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zLzxg15wSUni" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2278"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zPbzwigzV6Dj" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;656,704&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_zGsw5yw50yL1" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;8,087,759&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zaH28LfbKXq1" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,818&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_zUYO9o3Q4pGk" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;214,124&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zkfnKrk7Ywc6" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;699,995&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930_zrzPROOeH178" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;9,078,696&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p id="xdx_8A5_z2vf5rnsYGXd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:RevenueFromContractWithCustomerTextBlock>
    <duot:CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_892_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_za3qEV3NUMb6" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract assets)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B4_zw3xbE4pYnBk" style="display: none"&gt;Schedule of contract assets on uncompleted contracts&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_498_20230930_z9oGTnokv4ni" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_499_20221231_z8aCtssb3Ra8" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;December 31,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_405_ecustom--CostsAndEstimatedEarningsRecognized_iI_ztLIWGLyEiVf" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify"&gt;Cumulative revenues recognized&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;8,594,322&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;5,934,205&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_ecustom--BillingsOrCashReceived_iNI_di_zL1KUjTKV5ud" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Less: Billings or cash received&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(7,247,591&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(5,508,483&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_eus-gaap--ContractWithCustomerAssetNetCurrent_iI_zmPhITG4G4Ib" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Contract assets&lt;/td&gt;&lt;td style="font-family: Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-family: Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-family: Times New Roman, Times, Serif; text-align: right"&gt;1,346,731&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-family: Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;425,722&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

</duot:CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock>
    <duot:CostsAndEstimatedEarningsRecognized contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">8594322</duot:CostsAndEstimatedEarningsRecognized>
    <duot:CostsAndEstimatedEarningsRecognized contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">5934205</duot:CostsAndEstimatedEarningsRecognized>
    <duot:BillingsOrCashReceived contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">7247591</duot:BillingsOrCashReceived>
    <duot:BillingsOrCashReceived contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">5508483</duot:BillingsOrCashReceived>
    <us-gaap:ContractWithCustomerAssetNetCurrent contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">1346731</us-gaap:ContractWithCustomerAssetNetCurrent>
    <us-gaap:ContractWithCustomerAssetNetCurrent contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">425722</us-gaap:ContractWithCustomerAssetNetCurrent>
    <duot:BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_898_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_zO01wOfzZfq3" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details - Contract liabilities)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B2_zLZeJOakXYt7" style="display: none"&gt;Schedule of contract liabilities on uncompleted contracts&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_49F_20230930_zW800lx2Ul8k" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_491_20221231_zwryQjS8oqgc" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30, &lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;December 31,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_zVncIqR9KXtb" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 66%; text-align: justify"&gt;Billings and/or cash receipts on uncompleted contracts&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;972,908&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;4,355,470&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_408_ecustom--CostAndEstimatedEarningsRecognized_iNI_di_znDJ2c6KTMO3" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Less: Cumulative revenues recognized&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(199,976&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(4,144,018&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_ecustom--ContractLiabilitiesTechnologiesSystems_iI_ztsteNOO69Ne" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Contract liabilities, technology systems&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;772,932&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;211,452&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_ecustom--ContractLiabilitiesServicesAndConsulting_iI_zdNdP0xqdJfg" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Contract liabilities, services and consulting&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;815,996&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;746,545&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_404_eus-gaap--ContractWithCustomerLiability_iI_zniatBagVkok" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Total contract liabilities&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;1,588,928&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;957,997&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

</duot:BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock>
    <duot:BillingsAndorCashReceiptsOnUncompletedContracts contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">972908</duot:BillingsAndorCashReceiptsOnUncompletedContracts>
    <duot:BillingsAndorCashReceiptsOnUncompletedContracts contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">4355470</duot:BillingsAndorCashReceiptsOnUncompletedContracts>
    <duot:CostAndEstimatedEarningsRecognized contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">199976</duot:CostAndEstimatedEarningsRecognized>
    <duot:CostAndEstimatedEarningsRecognized contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">4144018</duot:CostAndEstimatedEarningsRecognized>
    <duot:ContractLiabilitiesTechnologiesSystems contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">772932</duot:ContractLiabilitiesTechnologiesSystems>
    <duot:ContractLiabilitiesTechnologiesSystems contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">211452</duot:ContractLiabilitiesTechnologiesSystems>
    <duot:ContractLiabilitiesServicesAndConsulting contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">815996</duot:ContractLiabilitiesServicesAndConsulting>
    <duot:ContractLiabilitiesServicesAndConsulting contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">746545</duot:ContractLiabilitiesServicesAndConsulting>
    <us-gaap:ContractWithCustomerLiability contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">1588928</us-gaap:ContractWithCustomerLiability>
    <us-gaap:ContractWithCustomerLiability contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">957997</us-gaap:ContractWithCustomerLiability>
    <us-gaap:ContractWithCustomerLiabilityCurrent contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">957997</us-gaap:ContractWithCustomerLiabilityCurrent>
    <duot:ContractLiabilitiesTechnologiesSystems contextRef="AsOf2022-12-31" decimals="0" unitRef="USD">211452</duot:ContractLiabilitiesTechnologiesSystems>
    <duot:ConsultingRecognized
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">636822</duot:ConsultingRecognized>
    <us-gaap:DisaggregationOfRevenueTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--DisaggregationOfRevenueTableTextBlock_ziToqrWSWle7" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE AND CONTRACT ACCOUNTING (Details -Disaggregated revenue)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B7_zMnqqPCzhFB7" style="display: none"&gt;Schedule of disaggregation of revenue&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;1,333,556&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1931"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;1,530,923&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1939"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1941"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1943"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;627,707&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1951"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1953"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;646,927&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1957"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1959"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1961"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,333,556&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1971"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,530,923&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1979"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1981"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1983"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;705,849&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;627,707&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1991"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230701__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;825,074&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_z4DZuPtEH1ue" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,333,556&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zQvfA3rSCrPb" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;19,220&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pdp0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_znueuPOV8vO1" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2001"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zURlOPLczH06" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;178,147&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230701__20230930_ztx5fnATZdK5" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,530,923&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;











&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;For the Three Months Ended September 30, 2022&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;3,765,312&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;23,245&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;200,860&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;4,022,238&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,689,393&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2022"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,024&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2026"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,692,417&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,075,919&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;183,378&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,312,339&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2040"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2042"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2044"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,765,312&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;23,245&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;200,860&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;4,022,238&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,689,393&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2062"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,024&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2066"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,692,417&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2070"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2072"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2074"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 10pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;17,482&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;532,250&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;183,378&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;768,670&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Services delivered at point in time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_z3c5V48kVR7b" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;543,669&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zIA7A399dXre" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2092"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zUEDU0hGNp29" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2094"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_z3RXfuYBW5s" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2096"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_z4aS0JSfnuJl" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;543,669&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_zCG3GdQC06Jg" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,765,312&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zZfXEiqgcS29" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;32,821&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_z8hwGI45Dxng" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;23,245&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zd7wF4ABDNz5" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;200,860&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220701__20220930_zB51AfcsIQvc" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;4,022,238&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;For the Nine Months Ended September 30, 2023&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;5,247,291&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;90,432&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;5,945,270&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,390,555&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;13,552&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2124"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2126"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,404,107&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,856,736&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,880&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2136"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,944,969&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2140"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2142"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2144"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,247,291&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;90,432&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,945,270&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,390,555&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;13,552&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2164"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2166"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;3,404,107&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,856,736&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,880&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20230101__20230930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,541,163&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_zfpxgkZGO7j4" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,247,291&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zasZ8vZKG55d" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;90,432&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_zbjEFooJxJlf" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;11,353&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zOsguLG4SZpk" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;596,194&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20230101__20230930_zRxMFDmm41w" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,945,270&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 8pt"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;





&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&lt;span style="text-decoration: underline"&gt;For the Nine Months Ended September 30, 2022&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Segments&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif"&gt;Primary Geographical Markets&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 40%; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;8,087,759&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;76,818&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;214,124&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;699,995&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; width: 9%; text-align: right" title="Revenue"&gt;9,078,696&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; width: 1%; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Major Goods and Service Lines&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,885,477&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;153,462&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2208"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;6,038,441&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,202,282&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;77,316&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;60,662&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;465,223&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;2,805,483&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2222"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2224"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pdp0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2226"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;8,087,759&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,818&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;214,124&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;699,995&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930_pp0p0" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;9,078,696&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: bold 10pt Times New Roman, Times, Serif; text-align: left"&gt;Timing of Revenue Recognition&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;5,885,477&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;153,462&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2248"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;6,038,441&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2252"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2254"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pdp0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2256"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;234,772&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;1,545,578&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;77,316&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif"&gt;&#160;&lt;/td&gt;
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  &lt;tr style="vertical-align: bottom; background-color: White"&gt;
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    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zLzxg15wSUni" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl2278"&gt;&#x2014;&lt;/span&gt;&#160;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesDeliveredAtPointInTimeMember_zPbzwigzV6Dj" style="border-bottom: Black 1pt solid; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;656,704&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_zGsw5yw50yL1" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;8,087,759&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_zaH28LfbKXq1" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;76,818&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_zUYO9o3Q4pGk" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;214,124&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930__us-gaap--StatementBusinessSegmentsAxis__custom--ArtificialIntelligenceMember_zkfnKrk7Ywc6" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;699,995&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220101__20220930_zrzPROOeH178" style="border-bottom: Black 2.5pt double; font: 9pt Times New Roman, Times, Serif; text-align: right" title="Revenue"&gt;9,078,696&lt;/td&gt;&lt;td style="font: 9pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
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      contextRef="From2023-07-012023-09-30_srt_NorthAmericaMember_custom_CommercialMember"
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      unitRef="USD">19220</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
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&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

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generally after the first nine months of service. During the three months ended September 30, 2023, the Company matched 100% of the first
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respectively.&lt;/span&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&#160;&lt;/b&gt;&lt;/p&gt;

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      contextRef="From2023-07-012023-09-30"
      decimals="0"
      unitRef="USD">59508</us-gaap:DefinedBenefitPlanServiceCost>
    <us-gaap:DefinedBenefitPlanServiceCost
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">158852</us-gaap:DefinedBenefitPlanServiceCost>
    <us-gaap:RelatedPartyTransactionsDisclosureTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_800_eus-gaap--RelatedPartyTransactionsDisclosureTextBlock_zMLBcVNdhb0c" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 8 &#x2013; &lt;span id="xdx_822_zO8QWvIAwnf9"&gt;RELATED PARTY TRANSACTIONS&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;There were no related party transactions for the periods
reflected in this report.&lt;/p&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;













</us-gaap:RelatedPartyTransactionsDisclosureTextBlock>
    <duot:SaleOfAssetsTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_80B_ecustom--SaleOfAssetsTextBlock_zkOlg7wOZrNc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 9 &#x2013; &lt;span id="xdx_82B_zdOE5C1xiK9"&gt;SALE OF ASSETS&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On June 29, 2023, the Company completed a transaction
whereby it sold assets related to its Integrated Correctional Automation System (iCAS) business with a single customer. In the fourth
quarter of 2022, the Company elected to not renew a support contract due to the limited nature of the business. The transaction was completed
with a third-party buyer of which the Company&#x2019;s former Chief Financial Officer is a director. Said former officer did not participate
in the transaction on behalf of the Company.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The assets of the iCAS business were sold for a convertible
promissory note with a principal amount of $&lt;span id="xdx_901_ecustom--PrincipalAmount_pp0p0_c20230101__20230930_zSzElIJE4vsk" title="Principal amount"&gt;165,000&lt;/span&gt; with a &lt;span id="xdx_904_ecustom--OriginalIssueDiscount_dp_c20230101__20230930_z137u1R6DuE1" title="Original issue discount"&gt;10&lt;/span&gt;% original issue discount as well as common stock purchase warrants. The
note matures in 2 years from the date of sale and is convertible immediately through the later of the maturity date or payment by the
borrower of the default amount, as defined in the note, into shares of the buyer&#x2019;s common stock at a conversion price of $&lt;span id="xdx_900_eus-gaap--DebtInstrumentConvertibleConversionPrice1_iI_c20230930_zyUBrGHK1bf6" title="Conversion price"&gt;0.003
&lt;/span&gt;or &lt;span id="xdx_905_eus-gaap--CommonStockDividendsShares_c20230101__20230930_zJJdhD9yhu6h" title="Common stock shares"&gt;55,000,000&lt;/span&gt; shares. The conversion of the note carries restrictions which include limiting conversion to the extent it would exceed
4.99% of the common stock outstanding of the buyer. The convertible promissory note is subject to standard anti-dilution provisions.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The common stock purchase warrants are for a total
of &lt;span id="xdx_906_ecustom--PurchaseOfCommonStockWarrants_c20230101__20230930_znqa6m4C6f9f" title="Purchase of common stock warrants"&gt;55,000,000&lt;/span&gt; common shares of the buyer at an exercise price of $&lt;span id="xdx_90D_eus-gaap--WarrantExercisePriceIncrease_c20230101__20230930_zxRULQSKfLCe" title="Exercise price"&gt;0.01&lt;/span&gt; per share. The warrants are subject to standard anti-dilution provisions. The
warrants are not exercisable until on or after six months from the issuance date and no later than on or before the third anniversary
of the issuance date. The Company may exercise the warrants at any time after the six-month anniversary of the issuance date on a cashless
basis if there is no effective registration statement covering the resale of the Warrant Shares at prevailing market prices by the holder.
The exercise of these warrants is subject to beneficial ownership limits of 4.99% which may be increased by the holder up to 9.99% as
defined in the warrant . Given that the shares carried no intrinsic value at the time of the transaction and that the overall fair value
is de minimis, the Company has not recorded the warrants associated with the transaction.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company recognized a gain on sale of assets of
$&lt;span id="xdx_90A_eus-gaap--GainLossOnSalesOfAssetsAndAssetImpairmentCharges_c20230101__20230930_zeScnO7Edgh4" title="Sale of assets"&gt;150,000&lt;/span&gt;, which is included in other income.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The original issue discount is being accrued
into interest income over the term of the note.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The note receivable was recorded as follows on September
30, 2023:&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_88E_ecustom--ScheduleOfNoteReceivableTableTextBlock_zarTcgCaMbYb" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - SALE OF ASSETS (Details)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B8_z1rrVXe3xpy8" style="display: none"&gt;Schedule of note receivable&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_498_20230930_zvi2GlbsD2Ti" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--ConvertibleNoteReceivable_iI_zrSM8sHdSOR1" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 83%; text-align: justify"&gt;Convertible note receivable&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;165,000&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_eus-gaap--DebtInstrumentUnamortizedDiscount_iNI_di_zSvKdDMsymde" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Unamortized discount&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(13,125&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--ConvertibleNoteReceivableNet_iI_zYEE6lNn5yU1" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Convertible note receivable, net&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;151,875&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

&lt;p id="xdx_8A8_zJR6KMYQwiMi" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;















</duot:SaleOfAssetsTextBlock>
    <duot:PrincipalAmount
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">165000</duot:PrincipalAmount>
    <duot:OriginalIssueDiscount
      contextRef="From2023-01-01to2023-09-30"
      decimals="INF"
      unitRef="Pure">0.10</duot:OriginalIssueDiscount>
    <us-gaap:DebtInstrumentConvertibleConversionPrice1
      contextRef="AsOf2023-09-30"
      decimals="INF"
      unitRef="USDPShares">0.003</us-gaap:DebtInstrumentConvertibleConversionPrice1>
    <us-gaap:CommonStockDividendsShares
      contextRef="From2023-01-01to2023-09-30"
      decimals="INF"
      unitRef="Shares">55000000</us-gaap:CommonStockDividendsShares>
    <duot:PurchaseOfCommonStockWarrants
      contextRef="From2023-01-01to2023-09-30"
      decimals="INF"
      unitRef="Shares">55000000</duot:PurchaseOfCommonStockWarrants>
    <us-gaap:WarrantExercisePriceIncrease
      contextRef="From2023-01-01to2023-09-30"
      decimals="INF"
      unitRef="USDPShares">0.01</us-gaap:WarrantExercisePriceIncrease>
    <us-gaap:GainLossOnSalesOfAssetsAndAssetImpairmentCharges
      contextRef="From2023-01-01to2023-09-30"
      decimals="0"
      unitRef="USD">150000</us-gaap:GainLossOnSalesOfAssetsAndAssetImpairmentCharges>
    <duot:ScheduleOfNoteReceivableTableTextBlock contextRef="From2023-01-01to2023-09-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_88E_ecustom--ScheduleOfNoteReceivableTableTextBlock_zarTcgCaMbYb" style="font: 11pt Calibri, Helvetica, Sans-Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - SALE OF ASSETS (Details)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B8_z1rrVXe3xpy8" style="display: none"&gt;Schedule of note receivable&lt;/span&gt;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_498_20230930_zvi2GlbsD2Ti" style="text-align: center"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;September 30,&lt;/b&gt;&lt;/p&gt; &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;2023&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--ConvertibleNoteReceivable_iI_zrSM8sHdSOR1" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 83%; text-align: justify"&gt;Convertible note receivable&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 14%; text-align: right"&gt;165,000&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_eus-gaap--DebtInstrumentUnamortizedDiscount_iNI_di_zSvKdDMsymde" style="vertical-align: bottom; background-color: White"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 1pt"&gt;Unamortized discount&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;(13,125&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--ConvertibleNoteReceivableNet_iI_zYEE6lNn5yU1" style="vertical-align: bottom; background-color: rgb(204,238,255)"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify; padding-bottom: 2.5pt"&gt;Convertible note receivable, net&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right"&gt;151,875&lt;/td&gt;&lt;td style="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;</duot:ScheduleOfNoteReceivableTableTextBlock>
    <duot:ConvertibleNoteReceivable contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">165000</duot:ConvertibleNoteReceivable>
    <us-gaap:DebtInstrumentUnamortizedDiscount contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">13125</us-gaap:DebtInstrumentUnamortizedDiscount>
    <duot:ConvertibleNoteReceivableNet contextRef="AsOf2023-09-30" decimals="0" unitRef="USD">151875</duot:ConvertibleNoteReceivableNet>
    <us-gaap:SubsequentEventsTextBlock contextRef="From2023-01-01to2023-09-30">&lt;p id="xdx_80E_eus-gaap--SubsequentEventsTextBlock_zFWJocFPumP5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 10 &#x2013; &lt;span id="xdx_822_zOObhSGtrHv6"&gt;SUBSEQUENT EVENTS&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt; On November 9, 2023, the Company entered into a
Securities Purchase Agreement (the &#x201c;Purchase Agreement&#x201d;) with an existing investor in the Company (the
&#x201c;Purchaser&#x201d;). Pursuant to the Purchase Agreement, the Purchaser purchased &lt;span id="xdx_909_eus-gaap--PreferredUnitsAuthorized_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zR2goouyLWdk" title="Shares sold to investors"&gt;2,500 &lt;/span&gt;shares
of authorized Series E Convertible Preferred Stock (the &#x201c;Series E Convertible Preferred Stock&#x201d;), at a price of $&lt;span id="xdx_903_eus-gaap--SharePrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zWsWZ4de2blj" title="Share price"&gt;1,000&lt;/span&gt;
per share, and the Company received proceeds of $&lt;span id="xdx_908_eus-gaap--ProceedsFromIssuanceOfPreferredStockAndPreferenceStock_c20231107__20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_z4UXnmGW9Kch" title="Received proceeds"&gt;2,500,000&lt;/span&gt;.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The November Purchase Agreement also provides that
the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the November Purchase
Agreement) on or prior to June 30, 2024 that entitles any person to acquire shares of common stock at an effective price per share less
than the then conversion price of the Series E Preferred Stock without the consent of the Purchasers. The conversion price of the Series
E Preferred Stock currently is $&lt;span id="xdx_90E_ecustom--ConversionPrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zwrRDxzC3HSk" title="Conversion price"&gt;3.00&lt;/span&gt; per share (subject to adjustment).&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of the
parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In connection with the Purchase Agreement, the Company also entered into a Registration Rights Agreement with the
Purchasers. Pursuant to the Registration Rights Agreement, the Company shall file with the SEC a registration statement covering the
resale by the Purchasers of the shares of common stock into which the shares of Series E Preferred Stock are convertible. Subject to
certain conditions, the Company must cause the registration statement to be declared effective by 90 days after closing (or in the
event of a full review by the SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties,
agreements and indemnification rights and obligations of the parties.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Each share of Series E Convertible Preferred
Stock is convertible, at any time and from time to time, at the option of the holder, into that number of shares of common stock
(subject to the Beneficial Ownership Limitation) determined by dividing the stated value of such share ($&lt;span id="xdx_905_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__us-gaap--SeriesEPreferredStockMember_zMxKIZhMMoO" title="Preferred stock, par value"&gt;1,000&lt;/span&gt;)
by the conversion price, which is $&lt;span id="xdx_90A_eus-gaap--PreferredStockRedemptionPricePerShare_iI_c20230930__us-gaap--StatementClassOfStockAxis__us-gaap--SeriesEPreferredStockMember_zY6JsrVWmhf5" title="Preferred stock, conversion price per share"&gt;3.00&lt;/span&gt;
(subject to standard anti-dilution provisions). The Company shall not affect any conversion of the Series E Convertible Preferred
Stock, and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent
that after giving effect to the conversion sought by the holder such holder (together with such holder&#x2019;s Attribution Parties
(as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the
number of shares of common stock outstanding immediately after giving effect to the issuance of shares of common stock issuable upon
such conversion (the &#x201c;Beneficial Ownership Limitation&#x201d;). Each Purchaser elected the 19.99% Beneficial Ownership
Limitation.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The terms of the Series E Preferred Stock provide
that, without shareholder approval (the "Stockholder Approval"), the Company may not issue upon the conversion of any shares
of Series E Preferred Stock a number of shares of common stock which, when aggregated with any shares of common stock issued upon conversion
of any other shares of Series E Preferred Stock, would exceed &lt;span id="xdx_904_ecustom--ConversionShares_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zqtH86E23cHb" title="Conversion shares"&gt;1,430,484&lt;/span&gt; (subject to adjustment). Such number represents 20% of the number
of shares of common stock issued and outstanding upon the filing of the Series E Preferred Stock Certificate of Designation.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt; To obtain the stockholder approval, the Company
is required to hold a meeting of shareholders at the earliest practical date, but in no event later than 120 days after closing (or
150 days in the event of a review of the proxy statement by the Securities and Exchange Commission (the &#x201c;SEC&#x201d;)) to seek
approval for the conversion of Series E Preferred Stock into common stock above the allowed amount. The terms of the Series E
Preferred Stock limit its convertibility until the Company receives shareholder approval (the &#x201c;Stockholder Approval&#x201d;).
If the Company does not obtain the Stockholder Approval at the first meeting, it is required to hold shareholder meetings every four
months until the Stockholder Approval is obtained.&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;In connection with the Purchase Agreement of
Series F Convertible Preferred Stock, completed on August 2, 2023, certain protections existed for the investor if the Company
completed a share offering with an equivalent common stock price of less than the $&lt;span id="xdx_90E_eus-gaap--SharePrice_iI_c20230930__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember_zim1pSej8f69" title="Common stock price"&gt;6.20&lt;/span&gt;
on or before December 31, 2023. In such an event, the investor of Series F Convertible Preferred Stock shall exchange the Series F
shares for an equivalent to the lower common stock equivalent price for any transactions completed prior to December 31, 2023. In
connection with the November 9, 2023 Series E Convertible Preferred Stock offering, the Company entered into an Exchange Agreement
with the investor and issued an additional &lt;span id="xdx_902_eus-gaap--SharesIssued_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zFUqedtmazN8" title="Additional shares"&gt;5,000&lt;/span&gt;
shares of Series E Convertible Preferred Stock at $&lt;span id="xdx_903_eus-gaap--SharePrice_iI_c20231109__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember_zYJHoQOderQd" title="Share price"&gt;1,000&lt;/span&gt; per share with $&lt;span id="xdx_903_eus-gaap--SharesIssuedPricePerShare_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesEConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zcBdsis1wbhk" title="Common per share"&gt;3.00&lt;/span&gt;
per common share equivalent in exchange for  &lt;span id="xdx_90A_ecustom--StockExchangeShares_iI_c20231109__us-gaap--StatementClassOfStockAxis__custom--SeriesFConvertiblePreferredStockMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zvAIBpwbuVN5" title="Exchange shares"&gt;5,000&lt;/span&gt; outstanding and issued shares of Series F Convertible Preferred Stock. All
shares of Series F Convertible Preferred Stock were held by a single shareholder.&lt;/p&gt;

&lt;p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&#160;&#160;&lt;/p&gt;

&lt;p style="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;

</us-gaap:SubsequentEventsTextBlock>
    <us-gaap:PreferredUnitsAuthorized
      contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">2500</us-gaap:PreferredUnitsAuthorized>
    <us-gaap:SharePrice
      contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="USDPShares">1000</us-gaap:SharePrice>
    <us-gaap:ProceedsFromIssuanceOfPreferredStockAndPreferenceStock
      contextRef="From2023-11-072023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="0"
      unitRef="USD">2500000</us-gaap:ProceedsFromIssuanceOfPreferredStockAndPreferenceStock>
    <duot:ConversionPrice
      contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="USDPShares">3.00</duot:ConversionPrice>
    <us-gaap:PreferredStockParOrStatedValuePerShare
      contextRef="AsOf2023-09-30_us-gaap_SeriesEPreferredStockMember"
      decimals="INF"
      unitRef="USDPShares">1000</us-gaap:PreferredStockParOrStatedValuePerShare>
    <us-gaap:PreferredStockRedemptionPricePerShare
      contextRef="AsOf2023-09-30_us-gaap_SeriesEPreferredStockMember"
      decimals="INF"
      unitRef="USDPShares">3.00</us-gaap:PreferredStockRedemptionPricePerShare>
    <duot:ConversionShares
      contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">1430484</duot:ConversionShares>
    <us-gaap:SharePrice
      contextRef="AsOf2023-09-30_custom_SeriesFConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="USDPShares">6.20</us-gaap:SharePrice>
    <us-gaap:SharesIssued
      contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">5000</us-gaap:SharesIssued>
    <us-gaap:SharePrice
      contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="USDPShares">1000</us-gaap:SharePrice>
    <us-gaap:SharesIssuedPricePerShare
      contextRef="AsOf2023-11-09_us-gaap_SubsequentEventMember_custom_SeriesEConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="USDPShares">3.00</us-gaap:SharesIssuedPricePerShare>
    <duot:StockExchangeShares
      contextRef="AsOf2023-11-09_custom_SeriesFConvertiblePreferredStockMember_us-gaap_SubsequentEventMember"
      decimals="INF"
      unitRef="Shares">5000</duot:StockExchangeShares>
</xbrl>
</XML>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>EXCEL
<SEQUENCE>58
<FILENAME>Financial_Report.xlsx
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
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end
</TEXT>
</DOCUMENT>
</SEC-DOCUMENT>
